sr-06-2012-643 (1).pdf

Upload: belmasirdas

Post on 02-Jun-2018

227 views

Category:

Documents


0 download

TRANSCRIPT

  • 8/10/2019 SR-06-2012-643 (1).pdf

    1/12

    Sensor ReviewBluetooth parking access controlStevan Stankovski Gordana Ostojic Nikola Djukic Srdjan Tegeltija Aleksandar Milojkovic

    Article information:

    To cite this document:Stevan Stankovski Gordana Ostojic Nikola Djukic Srdjan Tegeltija Aleksandar Milojkovic , (2014),"Bluetooth parking accesscontrol", Sensor Review, Vol. 34 Iss 3 pp. 244 - 254Permanent link to this document:http://dx.doi.org/10.1108/SR-06-2012-643

    Downloaded on: 26 October 2014, At: 06:30 (PT)

    References: this document contains references to 28 other documents.

    To copy this document: [email protected] fulltext of this document has been downloaded 9 times since 2014*

    Users who downloaded this article also downloaded:

    Mike Tao Zhang, Richard Piggin, David Brandt, (2006),"Wireless ethernet for industrial applications", Assembly Automation, V26 Iss 3 pp. 205-215

    Duncan Mcfarlane, Andy Shaw, David Simplot#Ryl, Ivan Stojmenovic, Aleksandar Micic, Amiya Nayak, (2006),"A hybridrandomized protocol for RFID tag identification", Sensor Review, Vol. 26 Iss 2 pp. 147-154

    Han#Chieh Chao, (2001),"An overview and analysis of mobile Internet protocols in cellular environments", Internet ResearchVol. 11 Iss 5 pp. 435-450

    Access to this document was granted through an Emerald subscription provided by 482486 []

    For Authors

    If you would like to write for this, or any other Emerald publication, then please use our Emerald for Authors serviceinformation about how to choose which publication to write for and submission guidelines are available for all. Please visitwww.emeraldinsight.com/authors for more information.

    About Emerald www.emeraldinsight .com

    Emerald is a global publisher linking research and practice to the benefit of society. The company manages a portfolio ofmore than 290 journals and over 2,350 books and book series volumes, as well as providing an extensive range of onlineproducts and additional customer resources and services.

    Emerald is both COUNTER 4 and TRANSFER compliant. The organization is a partner of the Committee on Publication Ethi(COPE) and also works with Portico and the LOCKSS initiative for digital archive preservation.

    *Related content and download information correct at time of download.

    http://dx.doi.org/10.1108/SR-06-2012-643
  • 8/10/2019 SR-06-2012-643 (1).pdf

    2/12

    Bluetooth parking access controlStevan Stankovski, Gordana Ostojic, Nikola Djukic and Srdjan Tegeltija

    Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia, and

    Aleksandar Milojkovic

    JP Vodovod Paracin, Paracin, Serbia

    AbstractPurpose The purpose of this paper is to describe an approach of using mobile phones with Bluetooth technology to enter/exit restricted area.Design/methodology/approach Applied Bluetooth technology implemented in mobile phones enables the user to perform the identification andthe state of presence while entering/exiting the parking space without stopping the vehicle. For the successful implementation of this method forpresence detection and proper identification, it is necessary to determine the values of the Bluetooth signal.Findings This paper discuses a case study that has been done at entry/exit of parking lots. The obtained experimental results show that mobilephones with the Bluetooth technology can be successfully applied as presence detection sensors, as well as in processes for the identification ofthe user/object in the move.Practical implications The paper gives a primer how mobile phones with Bluetooth technology, in addition to their basic purpose, can be usedas identification devices to enter/exit restricted area.Originality/value The users have possibilities to access restricted area using a common device a mobile phone with Bluetooth technology.Successful implementation of developed access control system is based on determining the proper value of the Bluetooth signal strength field that

    extends around the control cabinet in which the Bluetooth devices are situated.Keywords Bluetooth, Access control, Presence sensor, Identification

    Paper type Research paper

    1. Introduction

    The Bluetooth technology is a de facto standard for thelow-cost, short-range radio links between mobile personalcomputers, mobile phones and other portable devices(Chlamtacet al., 2003). The key features of Bluetooth wirelesstechnology include robustness, low power consumption andlow cost (Bluetooth, SIG 2010). To eliminate potential

    interference with other devices operating at the samefrequency (WiFi, microwave oven, etc.), the Bluetooth usesfrequency hopping spread spectrum technique (Golmie andMouveaux, 2001; Chek and Kwok, 2004). The Bluetoothradio divides the unlicensed industrial, scientific and medicalradio band in 79 physical channels in steps of 1 MHz, from2.402 GHz to 2.480 GHz. The Bluetooth radio modulechanges frequency channel at a standard hop rate of 1,600hops/s. Two or more devices (eight maximum) can beconnected to form the piconet. The piconet is a collection ofdevices occupying a shared physical channel where one of thedevices is the piconet master and the remaining devices arepiconet slaves. Devices in a piconet use a specific frequencyhopping pattern, which is algorithmically determined by

    certain fields in the Bluetooth address and clock of the master(Bluetooth, SIG 2010).

    Due to its small size and low power consumption, as well asrelatively high-speed data transfer, the Bluetooth is suitable forusage in mobile devices and mobile sensors. The Bluetoothcommunication is used when a connection throughconventional cables is impossible or significantly hinders theuse of measuring devices (Nakamura et al., 2011;Pavel et al.,2008;Bogue, 2010;Kim et al., 2008;Choi et al., 2004).

    The existing solutions for parking access control utilize

    diverse methods for user identification or vehicleidentification. One of the most commonly used methods foruser identification is Radio Frequency Identification (RFID)technology. Beside user identification, RFID has manydifferent applications. Mehrjerdi (2008), Mehrjerdi (2009),Mehrjerdi (2011a) and Mehrjerdi (2011b) have describeddifferent kinds of applications of RFID technology such assupply chains (sushi restaurant, WalMart, healthcare, Intel)and libraries (City University in Hong Kong). Othernon-industry application of RFID is given byStankovskiet al.(2012), where RFID is used for dairy cow identification andmonitoring. An example of RFID application in industry isdescribed by Vukelic et al. (2011), where RFID is used in

    fixture assembly/disassembly process. RFID technology canbe applied for identification and authorization in parkingaccess control system, which is described and discussed byOstojic et al.(2007). Vehicle identification may also be madefrom camera image processing, which recognizes the licenseplates and thus identifies the vehicle (Wu et al., 2007). Thismethod is used in parking access control and toll payment(Draghici, 1997) and in intelligent traffic systems (Ozbay etErcelebi, 2005). Wireless signal strength is used forlocalization, as described byZanca et al. (2008)andLopezet al. (2011). Bluetooth signal strength can be used fordistance estimations and therefore for localization (Kotanen

    The current issue and full text archive of this journal is available atwww.emeraldinsight.com/0260-2288.htm

    Sensor Review34/3 (2014) 244254 Emerald Group Publishing Limited [ISSN 0260-2288][DOI 10.1108/SR-06-2012-643]

    244

    http://dx.doi.org/10.1108/SR-06-2012-643http://dx.doi.org/10.1108/SR-06-2012-643http://dx.doi.org/10.1108/SR-06-2012-643
  • 8/10/2019 SR-06-2012-643 (1).pdf

    3/12

    et al., 2003). Measured Bluetooth received signal strengthindication (RSSI) can be used for tracking, as described byVersichele et al.(2012). Received signal strength localizationtechniques are using different models. Weighted least squarestechnique gave better results than propagation channel models(Tarrio et al., 2011).

    This paper describes a system for parking access control

    using a mobile phone with Bluetooth. This system is installedin parking, where the RFID technology is already used for useridentification. In the described system with Bluetooth, a useris using a mobile phone, which most people possess nowadays,for identification. All information is stored in the phone, sothere is no demand for an adequate database. The user canaccess the parking area with any vehicle. Advantage of thesystem described in this paper, in relation to an alreadyexisting system using passive RFID tag, is in the fact that userspends less time for entering/exiting parking lot when usingmobile phone, compared to procedure with passive RFID tag.In addition, the user does not need to have an RFID tag forentering/exiting parking lot. Another advantage of Bluetoothover RFID tags is that the parking lot user does not need to

    open the window and lean a passive RFID tag against theRFID reader.

    In this paper, experiments have been performed todetermine the strength of the Bluetooth field around thecontrol cabinet. The obtained values of the signal strength areutilized to determine a suitable antenna position for theBluetooth converter module. In addition, the possibility forthe vehicles localization based on the signal strength has beenanalyzed. To determine the value of the Bluetooth fieldstrength, RSSI measured values have been used. In addition,the time of entry/exit parking lot is measured both for userswith mobile phones with Bluetooth and users with passiveRFID tags.

    The structure of this paper is as follows. Section 2 describes

    the access control system model using the Bluetoothcommunication. Section 3 presents a description of therealized system for the access control. Section 3 also providesan overview of the equipment used in the system testing, aswell as the conditions in which experiments were performed.In Section 4, the results of measurements and the analysis ofthe measured results were presented. The conclusion of thepaper is given in Section 5.

    2. The model for the access control system usingthe Bluetooth communication

    The model for the access control system using the Bluetoothcommunication is based on the usage of mobile phones as

    presence sensors and user authorization devices. The modelshould allow the user to enter/exit a parking lot withoutstopping the vehicle. A similar principle is also used forelectronic toll collection on motorways, although with otheridentification techniques (Dalu, 2012; Kamarulazizi andIsmail, 2010). The system model is shown inFigure 1.

    The user starts an appropriate application on their mobilephone before reaching the parking area, for example, beforeentering the vehicle. On starting the application, the userleaves the phone where best suited (the pocket, a position inthe vehicle, etc.). The user then moves the vehicle towards theparking area (Figure 2). The mobile phone is constantly

    scanning the Bluetooth environment, searching for theBluetooth converter module at the entrance. The phases of avehicle entering a parking lot are presented in Figure 3(a-f).The approach of the vehicle, where the phone is not within therange of a Bluetooth module at the entrance, is shown inFigure 3(a). When the Bluetooth module and the phone are inrange, the communication is established between the mobilephone and the control unit via the Bluetooth ConverterModule [Figure 3(b)]. The mobile phone begins sendingcommands and data to the control unit to authorize the user(Figure 2). On successful authorization, and after the control

    unit detects a vehicle using the vehicle presence sensor, thecontrol unit lifts the barrier boom at the entrance of theparking lot, as shown inFigure 3(c). The users vehicle startsmoving, and at that point, activates the second vehiclepresence sensor [Figure 3(d)]; moving forward, the usersvehicle deactivates the first vehicle presence sensor, and,subsequently, the second vehicle presence sensor, so thecontrol unit knows when it is safe to lower the barrier boom[Figure 3(f)], preventing the potential damage to the vehicleand to the barrier itself.

    After the user successfully enters the parking lot, it isnecessary to store the information that the user is inside

    Figure 1 The model for the access control system using the Bluetoothcommunication

    Figure 2 Algorithm of working principle of the system

    Bluetooth parking access control

    Stevan Stankovskiet al.

    Sensor Review

    Volume 34 Number 3 2014 244254

    245

    http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-001.jpg&w=236&h=152http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-000.jpg&w=204&h=171
  • 8/10/2019 SR-06-2012-643 (1).pdf

    4/12

    (Figure 2). Based on the stored information, the potentialmisuse of the system, such as the multiple vehicle entranceusing the same mobile phone, is prevented. If two vehiclesapproach the entrance of the parking lot one after another, thecommunication should be established with the vehicle closer

    to the ramp. If the communication is to be established with avehicle which is not the closest to the ramp, the first vehiclewould enter the parking lot, while the entrance informationwould be stored on the phone of the second vehicle user. Inthat case, the second vehicle would not be able to enter theparking lot, while the first vehicle would not be able to exit theparking lot.

    The procedure of exiting the parking space is the sameas the entrance procedure, except the fact that thecommunication is established between the mobile phone andthe control unit at the exit. Information that the user has leftthe parking lot is stored to enable re-entering the parking lot.

    3. Experimental setup

    The experimental system has been set up to demonstrate thefunctionality of the proposed model. Functionality evaluationis achieved by a series of experiments with the aim to: determine the strength of the Bluetooth signal in the

    vicinity of the control cabinet; determine a suitable position of the Bluetooth converter

    module antennas in the controller cabinet; and determine the distance between the vehicle and the control

    cabinets using RSSI.

    The experimental system is an upgrade to the existing systemfor the parking access control using RFID. The existing

    system for the parking access control using RFID tags consistsof the following: control unit, two vehicle presence sensors,barriers, semaphore and RFID tag readers. For the purpose ofthe experiments and for testing the access control by using theBluetooth communication, another control unit and another

    Bluetooth converter module have been added to the existingsystem, both at the entrance and at the exit. The upgradedsystem preserves the functionality of the existing accesscontrol system using RFID.

    Figure 4shows the actual layout of the realized system. Thesystem consists of the control cabinet, barrier boom,semaphore, presence sensors, Bluetooth converter moduleand mobile phone.

    The control unit consists of a programmable logic controllerFesto FC440 and additional components such as powersupplies, relays, etc. To enable communication between themobile phone and the control unit, the PSI-WL-RS232-RS485/BT Phoenix Contact PSI Bluetooth converter moduleshave been used. These components are placed in a control

    cabinet. Bluetooth converter modules are configured to workas servers. The transmit power of the Bluetooth convertermodules is set to the maximum (100 mW or 20 dBm). Inaddition, Bluetooth modules are set up to close the connectionif there is no communication for one minute. The system hastwo barrier booms, one for entrance and another for exit.Inductive loops are used as vehicle presence sensors. Twoinductive loops are used for the entrance path and two for theexit path.

    A mobile phone sends commands and data to the controlunit to authorize the user to enter the parking lot. The controlunit has no ability to communicate directly via Bluetooth with

    Figure 3 The phases of the vehicles entrance to the parking lot

    Bluetooth parking access control

    Stevan Stankovskiet al.

    Sensor Review

    Volume 34 Number 3 2014 244254

    246

    http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-002.jpg&w=494&h=286
  • 8/10/2019 SR-06-2012-643 (1).pdf

    5/12

    a mobile phone; hence, the Bluetooth converter modules areused. The Bluetooth converter module serves as a bridgebetween mobile phones and the control unit. A mobile phoneand the Bluetooth converter communicate via Bluetooth,while the Bluetooth converter module and the control unitcommunicate through the RS232 serial communication. Thecontrol unit, based on the received data and commands froma mobile phone, as well as signals from the vehicle presencesensors, controls the barrier booms and the semaphore. Basedon information from the vehicle presence sensors, the controlunit determines the point in which the barrier boom is to belifted and the point when the barrier boom can be lowered toavoid damage to the vehicle and to the barrier boom. Thebarrier boom is used to prevent unauthorized users to enter

    the parking lot. The semaphore displays the current state ofthe system, and has two lights: green and red. The green light

    means that the parking is functioning properly and that thereare vacant places in the parking lot. In that case, the userauthentication and the access to the parking lot are possible.The red light indicates that the parking is not functioningproperly or there are no vacant places at the parking area; inthat case, the user authentication and entrance to the parkinglot are not possible.

    The experiment consists of measuring the strength of theBluetooth signal between a mobile phone and thecorresponding Bluetooth converter module. Measurementshave been performed for four different antenna configurationsas shown in Figure 5. Antenna configurations are typicalmodes of placing the antennas in practice. Antennas aretypically placed vertically or horizontally.

    Measurements are performed with the mobile phone HTCDesire with the Android operating system. The appropriate

    Figure 4 Actual layout of the realized system

    Figure 5 Antenna configuration inside the control cabinet

    Bluetooth parking access control

    Stevan Stankovskiet al.

    Sensor Review

    Volume 34 Number 3 2014 244254

    247

    http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-004.jpg&w=494&h=227http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-003.jpg&w=359&h=187
  • 8/10/2019 SR-06-2012-643 (1).pdf

    6/12

    application has been developed to measure the signal strength.Measured values are stored in XML files. The phone, duringthe measurement, is in the car, in the middle of the vehiclebetween the drivers and the front passengers seats. Thedimensions of the fields in which the measurements arecarried out are 14 21 m2.Figure 6shows the layout of thesystem and the points at which the signal strength is measured.

    The points represent the positions of the vehicle on entering orexiting the parking lot. During the measuring, the vehicle ispositioned so that each point presents the position of themobile phone in relation to the control cabinet.

    The measurement is performed in 19 points, 9 points onthe entrance path (points 1-7, 18 and 19) and 10 points onthe exit path (8-17), related to the configuration of thecomponents, the dimensions of the parking lot and theaccess roads toward the barrier booms. For the entrance

    path, the signal strength is measured between the mobilephone and the Bluetooth converter module at the entrance.For the exit path, the signal strength is measured between themobile phone and the Bluetooth converter module at exit.

    Measuring entering and exiting times were also carried outfor two paths, one for entering and one for exiting parking lot.Entering path goes through points: 19, 18, 2, 3, 4, 5, 6, 7 and

    8 (Figure 6). Exiting path goes through points: 16, 8, 10, 11,12, 13, 14, 15 and 18 (Figure 6).

    4. Experimental results and discussion

    At each point of measurement, for all four antennaconfiguration, 101 measurements have been conducted.Antenna configurations are referred to as Conf1 for theconfiguration 1, Conf2 for the configuration 2, Conf3 for the

    Figure 6 Points where the Bluetooth signal strength is measured

    Bluetooth parking access control

    Stevan Stankovskiet al.

    Sensor Review

    Volume 34 Number 3 2014 244254

    248

    http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-005.jpg&w=455&h=456
  • 8/10/2019 SR-06-2012-643 (1).pdf

    7/12

    configuration 3 and Conf4 for the configuration 4. Inconfigurations 1 and 3, the antenna for the entrance path is atthe same position, so that one measurement is conducted forthe entrance path for both configurations. During themeasurements, RSSI values range from 89 (minimummeasured value) to 36 (maximum measured value). Thesignal is stronger if the RSSI value is greater.Figures 7and8

    show the mean values of the measured signals for the entranceand the exit path, respectively. Figures 9and 10 provide anoverview of the number of failed connections for each point onthe entrance and exit paths, respectively.

    Table I shows a statistical overview of measured results,which includes minimum value, maximum value, average(mean) value, average deviation, standard deviation andnumber of failed connection for every configuration and everypoint.

    For the entrance path, the highest mean signal strengthvalue is at the point 5, at the distance of 1 m from the controlcabinet. The minimum mean signal strength is at the point 19,at the distance of 15.3 m. The highest mean signal strength forthe exit path is measured at the point 13, at a distance of 1 mfrom the control cabinet. The minimum value is measured atthe point 17, at a distance of 10 m. By analyzing the failed

    connections during measuring, the points 19 and 17 have thehighest number of failed measurements.

    The points on the exit path have a lower mean value of thesignal strength and more failed measurements of the signalstrength compared to the entrance path. This fact is aconsequence of the structure of the control cabinet. At theentrance, there is a 3-mm-thick steel door. At the exit, there isa 3-mm-thick steel cabinet wall and an additional 3-mm-thicksteel plate, on which the system components are mounted.

    Figure 7 Overview of the mean values of the measured RSSI for the entrance path

    Figure 8 Overview of the mean values of the measured RSSI for the exit path

    Bluetooth parking access control

    Stevan Stankovskiet al.

    Sensor Review

    Volume 34 Number 3 2014 244254

    249

    http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-007.jpg&w=494&h=208http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-006.jpg&w=494&h=208
  • 8/10/2019 SR-06-2012-643 (1).pdf

    8/12

    The criteria for selecting a suitable antenna position are thesignal strength and the number of failed measurements in thecorresponding points for each Bluetooth converter module.Based on the measured signal strength values and thenumber of the failed connections, the conclusion is that theconfiguration 2 has the highest signal strength value andthe least number of times when the phone is unable to find

    the Bluetooth converter module.The deviation of the maximum and the minimum

    measured signal strength values from the mean value ishigh; hence, it is not possible to accurately determine thedistance between the mobile phone and the Bluetoothconverter module based on a single measurement. As anexample, Figures 11 and 12 show the measured signalstrength values for the configuration 2 for the entrance andthe exit path, respectively. Multiple signals measuring is notpractical for the system, as the required measuring timewould be significantly longer than the time needed for thevehicle to approach the control cabinet.

    The obtained values of the signal strength have too highdeviations, so the distance between the users mobile phone,and the control units cannot be accurately determined. This isbecause RSSI is quite loosely defined in Bluetoothspecification (Kotanen et al., 2003). However, the obtainedvalues can be used to adjust the Bluetooth converter moduleantennas and the transmit power of the Bluetooth converter

    modules to avoid the problem associated with the arrival oftwo users simultaneously. For additional security, theBluetooth converter modules are configured only to supportpoint-to-point communication. This means that only onemobile phone can be connected to the Bluetooth convertermodule during the entrance/exit procedure.

    Entering and exiting time were measured for both Bluetoothparking access system and RFID parking access system foreach path.Figure 13(a)shows the times for entering path ofBluetooth and RFID parking access control. Figure 13(b)shows the times for exiting path for both systems for accesscontrol.Figure 13shows that the average time for system with

    Figure 9 Overview of the number of failed connections for the entrance path

    Figure 10 Overview of the number of failed connections for the exit path

    Bluetooth parking access control

    Stevan Stankovskiet al.

    Sensor Review

    Volume 34 Number 3 2014 244254

    250

    http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-009.jpg&w=420&h=197http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-008.jpg&w=420&h=187
  • 8/10/2019 SR-06-2012-643 (1).pdf

    9/12

    TableIStatistica

    loverv

    iew

    ofRSSIexperimentalresu

    lts

    Pointsof

    measurement

    1

    2

    3

    4

    5

    6

    7

    8

    9

    10

    11

    12

    13

    14

    15

    16

    17

    18

    19

    Configuration

    1

    Minimum

    82

    86

    84

    60

    61

    58

    74

    75

    84

    85

    85

    80

    62

    71

    84

    71

    87

    88

    83

    Maximum

    63

    63

    59

    51

    38

    40

    52

    54

    66

    66

    63

    56

    44

    43

    53

    61

    73

    67

    80

    Average

    71

    .56

    73

    .42

    65

    .85

    55

    .10

    45

    .41

    47

    .51

    61.00

    59

    .88

    73

    .56

    74

    .18

    72

    .13

    60

    .49

    52

    .26

    52

    .23

    60

    .81

    66

    .07

    81

    .51

    75

    .39

    81

    .50

    Averagedeviation

    3.8

    2

    3.94

    3.9

    5

    1.4

    0

    3.7

    0

    3.5

    3

    3.94

    2.9

    9

    3.6

    6

    3.3

    4

    2.7

    2

    2

    .12

    3.4

    3

    4.2

    6

    3.7

    8

    1.4

    8

    2.5

    3

    3.0

    3

    1.5

    0

    Standarddeviation

    4.6

    2

    4.74

    4.9

    3

    1.7

    5

    4.8

    8

    4.2

    3

    4.80

    3.8

    0

    4.4

    9

    4.3

    7

    3.6

    4

    3

    .10

    4.1

    2

    5.5

    4

    5.2

    8

    1.9

    4

    3.2

    6

    3.9

    5

    2.1

    2

    Notfound

    0

    4

    0

    0

    0

    0

    0

    0

    1

    3

    2

    0

    0

    0

    0

    0

    64

    4

    99

    Configuration

    2

    Minimum

    75

    80

    79

    75

    62

    58

    78

    79

    88

    79

    76

    58

    59

    76

    77

    74

    80

    69

    75

    Maximum

    57

    53

    50

    45

    41

    44

    46

    53

    56

    54

    53

    41

    36

    41

    48

    58

    59

    54

    57

    Average

    63

    .86

    61

    .89

    59

    .50

    54

    .05

    46

    .32

    48

    .32

    55.43

    60

    .26

    64

    .93

    61

    .31

    60

    .86

    44

    .81

    40

    .74

    51

    .55

    55

    .52

    63

    .87

    68

    .09

    60

    .17

    62

    .49

    Averagedeviation

    3.2

    7

    3.98

    5.2

    5

    4.9

    1

    2.5

    6

    2.4

    5

    3.30

    3.7

    4

    3.7

    4

    4.6

    3

    4.0

    7

    2

    .05

    1.7

    9

    5.7

    6

    4.3

    1

    3.2

    8

    3.6

    5

    2.4

    6

    2.5

    9

    Standarddeviation

    4.2

    3

    5.15

    6.6

    8

    6.3

    1

    3.2

    8

    3.1

    9

    4.85

    5.2

    2

    5.5

    0

    5.8

    4

    5.2

    9

    2

    .98

    2.9

    1

    7.1

    2

    5.4

    0

    4.1

    0

    4.6

    6

    3.2

    1

    3.4

    9

    Notfound

    0

    0

    0

    0

    0

    0

    1

    0

    0

    0

    0

    0

    0

    0

    0

    1

    0

    0

    0

    Configuration

    3

    Minimum

    82

    86

    84

    60

    61

    58

    74

    85

    82

    88

    81

    76

    80

    77

    74

    85

    86

    88

    83

    Maximum

    63

    63

    59

    51

    38

    40

    52

    64

    68

    71

    65

    57

    42

    45

    53

    68

    70

    67

    80

    Average

    71

    .56

    73

    .42

    65

    .85

    55

    .10

    45

    .41

    47

    .51

    61.00

    74

    .03

    74

    .16

    77

    .08

    70

    .09

    62

    .48

    54

    .74

    55

    .33

    59

    .99

    74

    .41

    75

    .45

    75

    .39

    81

    .50

    Averagedeviation

    3.8

    2

    3.94

    3.9

    5

    1.4

    0

    3.7

    0

    3.5

    3

    3.94

    5.0

    1

    2.8

    4

    2.9

    1

    2.7

    4

    2

    .01

    5.0

    2

    4.2

    6

    3.2

    6

    2.8

    4

    2.7

    4

    3.0

    3

    1.5

    0

    Standarddeviation

    4.6

    2

    4.74

    4.9

    3

    1.7

    5

    4.8

    8

    4.2

    3

    4.80

    5.9

    1

    3.5

    1

    3.6

    4

    3.6

    6

    3

    .03

    6.6

    8

    5.7

    1

    4.1

    6

    3.6

    6

    3.5

    0

    3.9

    5

    2.1

    2

    Notfound

    0

    4

    0

    0

    0

    0

    0

    11

    34

    37

    1

    0

    0

    0

    0

    9

    18

    4

    99

    Configuration

    4

    Minimum

    82

    83

    86

    81

    67

    51

    73

    85

    84

    87

    83

    86

    70

    63

    82

    89

    87

    87

    83

    Maximum

    61

    64

    63

    55

    44

    44

    56

    64

    67

    74

    64

    61

    46

    47

    57

    69

    70

    70

    69

    Average

    69

    .82

    72

    .16

    70

    .17

    65

    .60

    50

    .65

    46

    .96

    63.92

    72

    .54

    74

    .09

    79

    .44

    70

    .26

    67

    .78

    52

    .41

    52

    .49

    67

    .96

    77

    .49

    77

    .10

    76

    .79

    75

    .56

    Averagedeviation

    3.5

    7

    2.95

    3.8

    8

    3.5

    0

    4.5

    7

    1.1

    8

    2.73

    3.0

    3

    3.8

    2

    3.0

    5

    3.0

    9

    4

    .31

    3.4

    8

    2.3

    9

    5.3

    4

    3.2

    0

    3.5

    2

    3.1

    6

    2.5

    1

    Standarddeviation

    4.5

    8

    3.72

    4.7

    8

    4.3

    6

    5.4

    4

    1.4

    7

    3.59

    3.8

    6

    4.5

    9

    3.5

    9

    4.2

    2

    5

    .49

    4.4

    0

    3.0

    7

    6.4

    8

    4.0

    2

    4.3

    0

    3.9

    7

    3.1

    4

    Notfound

    0

    2

    1

    0

    0

    0

    0

    1

    5

    67

    1

    0

    0

    0

    1

    54

    17

    31

    14

    Bluetooth parking access control

    Stevan Stankovskiet al.

    Sensor Review

    Volume 34 Number 3 2014 244254

    251

  • 8/10/2019 SR-06-2012-643 (1).pdf

    10/12

    Bluetooth is shorter than system with RFID access control. Inaddition, Bluetooth exiting path takes longer than enteringpath due to the fact that on that side of control cabinet is adouble 3-mm steel plate.

    In Table II, statistical overview of experiments withmeasurements of time for entering and exiting parking lot isgiven. Table II shows that average entry time for Bluetooth

    parking access is 12.54 seconds and the average entry time forRFID parking access is 19.5 seconds. For exit path times, theaverage entry times are 14.9 and 19.66 seconds, respectively.Bluetooth parking access control takes less time due to the factthat the user does not need to stop the car.

    The experimental period lasted a month. The rate ofsuccess in this experiment (after setting the values of theBluetooth antenna signal) was 100 per cent. Certainly, itcould be expected for problems to occur in the future.Evaluation of the performance over a longer period is left forfurther research. In this kind of system, active RFID tags canalso be used. The most important advantage of active RFIDtags is reading distance which can be 20 m. If they areimplemented, the procedure of entering/exit parking lot will

    be similar to procedure with Bluetooth. On the other hand,the cost of a system with active RFID would be much higher

    Figure 11Overview of the measured RSSI values for theconfiguration 2 and the entrance path

    Figure 12Overview of the measured RSSI values for theconfiguration 2 and the exit path

    Figure 13 Parking access times

    Table II Statistical overview of parking access time results

    Path

    Bluetooth RFID Card

    Enter Exit Enter Exit

    Average value 12.54 14.9 19.5 19.66Minimum 10.8 10.7 17.7 17.9

    Maximum 15.90 23.30 22.10 21.40

    Average deviation 1.09 1.86 0.78 0.72

    Standard deviation 1.32 2.59 0.98 0.92

    Bluetooth parking access control

    Stevan Stankovskiet al.

    Sensor Review

    Volume 34 Number 3 2014 244254

    252

    http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-012.jpg&w=358&h=258http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-011.jpg&w=222&h=144http://www.emeraldinsight.com/action/showImage?doi=10.1108/SR-06-2012-643&iName=master.img-010.jpg&w=222&h=140
  • 8/10/2019 SR-06-2012-643 (1).pdf

    11/12

    because the price of the active tags are from $20-50, while theprice of passive tags are from $0.1-4. In addition, the tag lifeof active RFID tag is from 3 to 8 years, while the tag life ofpassive RFID tags is up to 10 years. This is due to a fact thatthe active RFID tags are battery powered, while passive tagshave no internal power source. All these facts support theimplementation of the Bluetooth technology.

    5. Conclusion

    This paper describes the system for parking access controlusing the Bluetooth technology. The described system allowsthe detection of the presence and the identification of usersusing a mobile phone and the Bluetooth. The userspresence detection and the identification when entering/exiting the parking space are performed without stoppingthe vehicle. Successful implementation of this accesscontrol system is based on determining the proper value ofthe Bluetooth signal strength field that extends around thecontrol cabinet in which the Bluetooth devices are situated.Further research will be directed at solving the problem ofpresence detection and the identification of the users whosedistance is greater than 20 m.

    References

    Bluetooth, S.I.G. (2010), Bluetooth specification-Coreversion 4.0, available at: www.bluetooth.org/docman/handlers/downloaddoc.ashx?doc_id229737 (accessed 08May 2012).

    Bogue, R. (2010), Wireless sensors: a review of technologies,products and applications,Sensor Review, Vol. 30 No. 4,pp. 285-289.

    Chang, S.L., Chen, L.S., Chung, Y.C. and Chen, S.W.

    (2004), Automatic license plate recognition, IEEETransactions on Intelligent Transportation Systems, Vol. 5No. 1, pp. 42-53.

    Chek, M.C.H. and Kwok, Y.K. (2004), Design andevaluation of coexistence mechanisms for Bluetooth andIEEE 802.11b systems, Proceedings of the IEEEInternational Symposium on Personal, Indoor and Mobile Radio

    Communications, Barcelona, Vol. 3, pp. 1767-1771.Chlamtac, I., Conti, M. and Liu, J.J.N. (2003), Mobile ad

    hoc networking: imperatives and challenges, Ad HocNetworks, Vol. 1 No. 1, pp. 13-64.

    Choi, S.H., Kim, B.K., Park, J., Kang, C.H., and Eom, D.S.(2004), An implementation of wireless sensor network forsecurity system using Bluetooth, IEEE Transactions on

    Consumer Electronics, Vol. 50 No. 1, pp. 236-244.Dalu, S. (2012), AETC: an automated electronic toll

    collection using zigbee, International Journal of InformationTechnology and Knowledge Management, Vol. 5 No. 1,pp. 1-3.

    Draghici, S. (1997), A neural network based artificial visionsystem for licence plate recognition,International Journal of

    Neural Systems, Vol. 8 No. 1, pp. 113-126.Golmie, N. and Mouveaux, F. (2001), Interference in the 2.4

    GHz ISM band: impact on the Bluetooth access controlperformance, Proceedings of the IEEE International Conferenceon Communications,Helsinki, Vol. 8, pp. 2540-2545.

    Kamarulazizi, K. and Ismail, W. (2010), Electronic tollcollection system using passive RFID technology, Journalof Theoretical and Applied Information Technology, Vol. 22No. 2, pp. 70-76.

    Kim, Y., Evans, R.G. and Iversen, W.M. (2008), Remotesensing and control of an irrigation system using adistributed wireless sensor network,IEEE Transactions on

    Instrumentation and Measurement, Vol. 57 No. 7,pp. 1379-1387.

    Kotanen, A., Hannikainen, M., Leppakoski, H. andHamalainen, T.D. (2003), Experiments on localpositioning with Bluetooth, Proceedings of the InternationalConference on Information Technology: Coding and Computing

    [Computers and Communications], Las Vegas, pp. 297-303.Lpez, Y.A., Gmez, M.E.D.C., lvarez, J.L. and

    Andrs, F.L.H. (2011), Evaluation of an RSS-basedindoor location system, Sensors and Actuators: A, Vol. 167No. 1, pp. 110-116.

    Mehrjerdi, Y.Z. (2008), RFID-enabled systems: a briefreview, Assembly Automation, Vol. 28 No. 3, pp. 235-245.

    Mehrjerdi, Y.Z. (2009), RFID-enabled supply chain systemswith computer simulation, Assembly Automation, Vol. 29No. 2, pp. 174-183.

    Mehrjerdi, Y.Z. (2011a), RFID adoption: a systems thinkingperspective through profitability engagement, Assembly

    Automation, Vol. 31 No. 2, pp. 182-187.Mehrjerdi, Y.Z. (2011b), RFID and its benefits: a multiple

    case analysis, Assembly Automation, Vol. 31 No 3,pp. 251-262.

    Nakamura, M., Nakamura, J., Lopez, G., Shuzo, M. andYamada, I. (2011), Collaborative processing of wearableand ambient sensor system for blood pressure monitoring,Sensors, Vol. 11 No. 7, pp. 6760-6770.

    Ostojic, G., Stankovski, S., Lazarevic, M. and Jovanovic, V.

    (2007), Implementation of RFID technology in parking lotaccess control system, Proceedings of the 1st Annual RFIDEurasia Conference, Istanbul, pp. 49-53.

    Ozbay, S. and Ercelebi, E. (2005), Automatic vehicleidentification by plate recognition, World Academy ofScience, Engineering and Technology, Vol. 9 No. 41,pp. 222-225.

    Pavel, S., Pavlik, M. and Vrba, R. (2008), Smart differentialpressure sensor with bluetooth communication interface,Proceedings of the Third International Conference on Systems

    (ICONS2008), Cancun, pp. 363-367.Stankovski, S., Ostojic, G., enk, I., Rakic-Skokovic, M.,

    Trivunovic, S., and Kucevic, D. (2012), Dairy cowmonitoring by RFID, Scientia Agricola, Vol. 69 No. 1,

    pp. 75-80.Tarro, P., Bernardos, A.M. and Casar, J.R. (2011),

    Weighted least squares techniques for improved receivedsignal strength based localization, Sensors, Vol. 11 No. 9,pp. 8569-8592.

    Uddin, M.J., Ibrahimy, M.I., Reaz, M.B.I. and Nordin, A.N.(2009), Design and application of radio frequencyidentification systems, European Journal of ScientificResearch, Vol. 33 No. 3, pp. 438-453.

    Versichele, M., Neutens, T., Delafontaine, M. andVan de Weghe, N. (2012), The use of bluetooth foranalysing spatiotemporal dynamics of human movement at

    Bluetooth parking access control

    Stevan Stankovskiet al.

    Sensor Review

    Volume 34 Number 3 2014 244254

    253

    http://www.bluetooth.org/docman/handlers/downloaddoc.ashx?doc_id=229737http://www.bluetooth.org/docman/handlers/downloaddoc.ashx?doc_id=229737http://www.bluetooth.org/docman/handlers/downloaddoc.ashx?doc_id=229737http://www.bluetooth.org/docman/handlers/downloaddoc.ashx?doc_id=229737http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F02602281011072152&isi=000284253600006http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTITS.2004.825086&isi=000220081900005http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTITS.2004.825086&isi=000220081900005http://www.emeraldinsight.com/action/showLinks?crossref=10.1016%2FS1570-8705%2803%2900013-1http://www.emeraldinsight.com/action/showLinks?crossref=10.1016%2FS1570-8705%2803%2900013-1http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTCE.2004.1277868&isi=000220257600036http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTCE.2004.1277868&isi=000220257600036http://www.emeraldinsight.com/action/showLinks?crossref=10.1142%2FS0129065797000148&isi=A1997XJ73200013http://www.emeraldinsight.com/action/showLinks?crossref=10.1142%2FS0129065797000148&isi=A1997XJ73200013http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FICC.2001.936608http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FICC.2001.936608http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTIM.2008.917198&isi=000256584800014http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTIM.2008.917198&isi=000256584800014http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FITCC.2003.1197544http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FITCC.2003.1197544http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FITCC.2003.1197544http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FITCC.2003.1197544http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FITCC.2003.1197544http://www.emeraldinsight.com/action/showLinks?crossref=10.1016%2Fj.sna.2011.02.037&isi=000289878900017http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445150810889493&isi=000258788600009http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445150910945624&isi=000266184800011http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445151111117773&isi=000290597200012http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445151111117773&isi=000290597200012http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445151111150596&isi=000295023600007http://www.emeraldinsight.com/action/showLinks?crossref=10.3390%2Fs110706760&isi=000293069200017http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FRFIDEURASIA.2007.4368095http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FRFIDEURASIA.2007.4368095http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FICONS.2008.66http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FICONS.2008.66http://www.emeraldinsight.com/action/showLinks?isi=000300686100011http://www.emeraldinsight.com/action/showLinks?crossref=10.3390%2Fs110908569&isi=000295211700022http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445151111117773&isi=000290597200012http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445151111117773&isi=000290597200012http://www.emeraldinsight.com/action/showLinks?crossref=10.1016%2FS1570-8705%2803%2900013-1http://www.emeraldinsight.com/action/showLinks?crossref=10.1016%2FS1570-8705%2803%2900013-1http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445150810889493&isi=000258788600009http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FRFIDEURASIA.2007.4368095http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FRFIDEURASIA.2007.4368095http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTITS.2004.825086&isi=000220081900005http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTITS.2004.825086&isi=000220081900005http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FITCC.2003.1197544http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FITCC.2003.1197544http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FITCC.2003.1197544http://www.emeraldinsight.com/action/showLinks?crossref=10.1142%2FS0129065797000148&isi=A1997XJ73200013http://www.emeraldinsight.com/action/showLinks?crossref=10.1142%2FS0129065797000148&isi=A1997XJ73200013http://www.emeraldinsight.com/action/showLinks?isi=000300686100011http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445151111150596&isi=000295023600007http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTCE.2004.1277868&isi=000220257600036http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTCE.2004.1277868&isi=000220257600036http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445150910945624&isi=000266184800011http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FICC.2001.936608http://www.emeraldinsight.com/action/showLinks?crossref=10.1016%2Fj.sna.2011.02.037&isi=000289878900017http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FICC.2001.936608http://www.emeraldinsight.com/action/showLinks?crossref=10.3390%2Fs110908569&isi=000295211700022http://www.emeraldinsight.com/action/showLinks?crossref=10.3390%2Fs110706760&isi=000293069200017http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F02602281011072152&isi=000284253600006http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTIM.2008.917198&isi=000256584800014http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FTIM.2008.917198&isi=000256584800014http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FICONS.2008.66http://www.emeraldinsight.com/action/showLinks?crossref=10.1109%2FICONS.2008.66http://www.bluetooth.org/docman/handlers/downloaddoc.ashx?doc_id=229737http://www.bluetooth.org/docman/handlers/downloaddoc.ashx?doc_id=229737
  • 8/10/2019 SR-06-2012-643 (1).pdf

    12/12

    mass events: a case study of the ghent festivities, AppliedGeography, Vol. 32 No. 2, pp. 208-220.

    Vukelic, ., Ostojic, G., Stankovski, S., Lazarevic, M.,Tadic, B., Hodolic, J., and Simeunovic, N. (2011),Machining fixture assembly/disassembly in RFIDenvironment,Assembly Automation, Vol. 31No 1, pp. 62-68.

    Wu, B.F., Lin, S.-P. and Chiu, C.-C. (2007), Extracting

    characters from real vehicle licence plates out-of-doors,IET Computer Vision, Vol. 1 No. 1, pp. 2-10.

    Zanca, G., Zorzi, F., Zanella, A. and Zorzi, M. (2008),Experimental comparison of RSSI-based localizationalgorithms for indoor wireless sensor networks, Proceedingsof the REALWSN 2008 in conjunction with ACM EuroSys

    2008, Glasgow, pp. 1-5.

    Corresponding authorStevan Stankovski can be contacted at: [email protected]

    To purchase reprints of this article please e-mail: [email protected] visit our web site for further details: www.emeraldinsight.com/reprints

    Bluetooth parking access control

    Stevan Stankovskiet al.

    Sensor Review

    Volume 34 Number 3 2014 244254

    254

    http://www.emeraldinsight.com/action/showLinks?crossref=10.1016%2Fj.apgeog.2011.05.011&isi=000298362400003http://www.emeraldinsight.com/action/showLinks?crossref=10.1016%2Fj.apgeog.2011.05.011&isi=000298362400003http://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445151111104182&isi=000289018700010http://www.emeraldinsight.com/action/showLinks?crossref=10.1049%2Fiet-cvi%3A20050132&isi=000249974500002http://www.emeraldinsight.com/action/showLinks?crossref=10.1145%2F1435473.1435475http://www.emeraldinsight.com/action/showLinks?crossref=10.1145%2F1435473.1435475mailto:[email protected]:[email protected]://www.emeraldinsight.com/action/showLinks?system=10.1108%2F01445151111104182&isi=000289018700010http://www.emeraldinsight.com/action/showLinks?crossref=10.1049%2Fiet-cvi%3A20050132&isi=000249974500002http://www.emeraldinsight.com/action/showLinks?crossref=10.1016%2Fj.apgeog.2011.05.011&isi=000298362400003http://www.emeraldinsight.com/action/showLinks?crossref=10.1016%2Fj.apgeog.2011.05.011&isi=000298362400003http://www.emeraldinsight.com/action/showLinks?crossref=10.1145%2F1435473.1435475http://www.emeraldinsight.com/action/showLinks?crossref=10.1145%2F1435473.1435475mailto:[email protected]:[email protected]