development of an affordable loop detector simulator (loopsim) for in- laboratory traffic research...
Post on 19-Dec-2015
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Development of An Affordable Loop Detector Simulator (LOOPSIM) for In-Laboratory Traffic Research and Training
Patikhom Cheevarunothai, Dr.Yinhai Wang & Dr. Nancy L. Nihan
Presented by Cheevarunothai Patikhom (Num)
University of Washington
Problems and Objectives
Live loop detector inputs may not be available in laboratories where hardware and software need to be tested.
Uncontrollable traffic streams on freeways
High total testing cost
Create a system that can simulate calls from loop detectors without having physical loops in laboratories, to test algorithms executable in the controller or test the performance and accuracy of traffic data collection systems
A Model 332 Cabinet
170 Controller
Input File
Front Side Back Side
Output Signals
12V
Voltage
0V Time
0V = With CarsNote: 12V = W/O Cars
Headway Scan Count
System Connection
Input File ControllerLOOPSIM
12V SignalInput File ControllerBefore
After
System Components
Laptop Computer with a PCMCIA port Digital I/O Card Reed Relay Circuits Cable Connections
Cable Connection
System Architecture
Input File Controller12V
LOOPSIM
System Features
1) Channel Connection Test Check the operation of every channel before
actual tests
2) Vehicle Arrival Pattern Simulations Different distribution of vehicle arrival patterns,
e.g., Uniform, Normal, and Erlang distribution.
3) Roadway Traffic Emulations** Replaying of collected traffic event data
Program User Interface
System Test Setting
LOOPSIM was tested with a Model 332 controller cabinet installed with a Type 170 controller.
Eight double-loop systems (16 channels)
Test Results : Vehicle Arrival Pattern Simulation
Sending Data
050
100150200250300350400450
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
Channel Number
SENDC
SENDHW
Receiving Data
050
100150200250300350400450
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
Channel Number
RECVC
RECVHW
Scan Count
Scan Count
Comparison of Scan Counts & Headway
Test Results : Roadway Traffic Emulations
Sending Data
0
50
100
150
200
250
300
1 122 243 364 485 606 727 848 969 1090 1211 1332 1453 1574 1695 1816 1937
Time(Millisecond)
SEND1
SEND2
Receiving Data
0
50
100
150
200
250
300
1 88
175
262
349
436
523
610
697
784
871
958
1045
1132
1219
1306
1393
1480
1567
1654
1741
1828
1915
Time(Millisecond)
RECV1
RECV2
Binary Output
Binary Output
Comparison of Binary Outputs
Note : One byte contains the statuses of eight loop detectors at a particular moment.
Advantages
Economical system suitable for in-laboratory traffic system testing (total cost $400)
Easy-to-built system architecture Precise real-time performance at 60 Hz or
higher Capability to control traffic characteristics in
line with the purpose of testing or training Simple to use the replayed data as ground
truth data for evaluating the performance of systems or estimations models
Future works
The feed back function from controller to computer
Add more simulation features Testing with different other types of
controllers and cabinets
Conclusions
LOOPSIM makes live loop inputs available in laboratories for traffic research and training
Test results show that LOOPSIM is reliable and accurate
Affordable system for research institutes and universities