IN2012DN03276A - - Google Patents
Download PDFInfo
- Publication number
- IN2012DN03276A IN2012DN03276A IN3276DEN2012A IN2012DN03276A IN 2012DN03276 A IN2012DN03276 A IN 2012DN03276A IN 3276DEN2012 A IN3276DEN2012 A IN 3276DEN2012A IN 2012DN03276 A IN2012DN03276 A IN 2012DN03276A
- Authority
- IN
- India
- Prior art keywords
- signal
- control
- traffic
- agent
- fuzzy logic
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/07—Controlling traffic signals
- G08G1/081—Plural intersections under common control
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/07—Controlling traffic signals
- G08G1/081—Plural intersections under common control
- G08G1/082—Controlling the time between beginning of the same phase of a cycle at adjacent intersections
Abstract
The invention relates to a traffic signal control system for controlling a plurality of signal junctions comprising a signal group oriented multi-agent control scheme, each agent operates independently and represents one or more traffic signals at a signal junction; means for each agent for determining traffic conditions at its signal junction and traffic conditions at neighboring agents; and means for applying fuzzy logic in signal control operations, wherein signal control operation is based on traffic conditions at each agent and one or more neighboring agents, such that the control operation is distributed to each agent to control each of said plurality of signal junctions. An advantage of the system is that this approach in combining the flexible signal group control with the artificial intelligence of fuzzy logic dynamic control is achieved. The operation of the control system is based on detector data input, that is refined to real time traffic situation model. Through the traffic model, the decision part of the system (fuzzy logic) is observing the traffic situation in the whole intersection. The signal control operation is based on signal group orientation, in which the control operation is distributed to several signal group agents.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
GBGB0916204.1A GB0916204D0 (en) | 2009-09-16 | 2009-09-16 | Traffic signal control system and method |
PCT/EP2010/063654 WO2011033042A1 (en) | 2009-09-16 | 2010-09-16 | Traffic signal control system and method |
Publications (1)
Publication Number | Publication Date |
---|---|
IN2012DN03276A true IN2012DN03276A (en) | 2015-10-23 |
Family
ID=41277767
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
IN3276DEN2012 IN2012DN03276A (en) | 2009-09-16 | 2010-09-16 |
Country Status (13)
Country | Link |
---|---|
US (1) | US8928493B2 (en) |
EP (1) | EP2478508B1 (en) |
AU (1) | AU2010297287B2 (en) |
CA (1) | CA2774127C (en) |
ES (1) | ES2532429T3 (en) |
GB (1) | GB0916204D0 (en) |
IE (1) | IES20100579A2 (en) |
IL (1) | IL218659A (en) |
IN (1) | IN2012DN03276A (en) |
NZ (1) | NZ599412A (en) |
SG (1) | SG179165A1 (en) |
WO (1) | WO2011033042A1 (en) |
ZA (1) | ZA201202746B (en) |
Families Citing this family (47)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2013086629A1 (en) * | 2011-12-16 | 2013-06-20 | El-Tantawy Samah | Multi-agent reinforcement learning for integrated and networked adaptive traffic signal control |
WO2013097112A1 (en) * | 2011-12-28 | 2013-07-04 | 中国科学院自动化研究所 | Parallel transportation signal control system |
CN103593987B (en) * | 2013-11-13 | 2016-01-13 | 福建省视通光电网络有限公司 | The method of Arterial Coordination Control is carried out based on Multiple Intersections teleseme |
TWI506600B (en) * | 2013-11-20 | 2015-11-01 | Chunghwa Telecom Co Ltd | The time - varying method of the period of time |
US9978270B2 (en) * | 2014-07-28 | 2018-05-22 | Econolite Group, Inc. | Self-configuring traffic signal controller |
US9483939B2 (en) * | 2015-03-06 | 2016-11-01 | Here Global B.V. | Method and apparatus for providing traffic flow signaling |
US10019446B2 (en) | 2015-06-19 | 2018-07-10 | International Business Machines Corporation | Geographic space management |
US9639537B2 (en) | 2015-06-19 | 2017-05-02 | International Business Machines Corporation | Geographic space management |
CN105225502A (en) * | 2015-11-02 | 2016-01-06 | 招商局重庆交通科研设计院有限公司 | A kind of intersection signal control method based on multiple agent |
CN106710376A (en) * | 2015-11-17 | 2017-05-24 | 秦皇岛中科畅讯科技有限公司 | Intelligent traffic education training system |
CN105261222B (en) * | 2015-11-23 | 2018-11-16 | 招商局重庆交通科研设计院有限公司 | Urban road traffic network control method and system |
US9805598B2 (en) * | 2015-12-16 | 2017-10-31 | International Business Machines Corporation | Management of mobile objects |
US9865163B2 (en) | 2015-12-16 | 2018-01-09 | International Business Machines Corporation | Management of mobile objects |
CN106297329A (en) * | 2016-08-26 | 2017-01-04 | 南京蓝泰交通设施有限责任公司 | A kind of signal timing dial adaptive optimization method of networking signals machine |
CN106251620B (en) * | 2016-09-26 | 2019-01-25 | 北京东土科技股份有限公司 | Centring system based on intelligent transportation cloud control system |
CN106355878B (en) | 2016-09-26 | 2019-11-08 | 北京东土科技股份有限公司 | Cooperative control method and device based on intelligent transportation cloud control system |
US9805595B1 (en) * | 2016-10-27 | 2017-10-31 | International Business Machines Corporation | Vehicle and non-vehicle traffic flow control |
CN108573608A (en) * | 2017-03-09 | 2018-09-25 | 孟卫平 | The string super model control method of traffic signals |
US11348458B2 (en) * | 2017-06-09 | 2022-05-31 | University Of Southern California | Adaptive traffic control |
CN107730890B (en) * | 2017-11-09 | 2021-04-20 | 一石数字技术成都有限公司 | Intelligent transportation method based on traffic flow speed prediction in real-time scene |
US10733881B2 (en) * | 2018-01-23 | 2020-08-04 | International Business Machines Corporation | Detection of vehicle queueing events on a road |
TWI712012B (en) * | 2018-06-04 | 2020-12-01 | 義碩智能股份有限公司 | Artificial intelligence traffic detection system |
CN110556000A (en) * | 2018-06-04 | 2019-12-10 | 义硕智能股份有限公司 | Artificial intelligence traffic detection system |
US10755560B2 (en) | 2018-06-19 | 2020-08-25 | International Business Machines Corporation | Real-time pollution control at a traffic junction |
CA3027552C (en) * | 2018-10-16 | 2021-01-26 | Beijing Didi Infinity Science And Development Co., Ltd. | A system to optimize scats adaptive signal system using trajectory data |
SG11201810992RA (en) * | 2018-10-16 | 2020-05-28 | Beijing Didi Infinity Technology & Development Co Ltd | Adaptive traffic control using vehicle trajectory data |
CN113330496A (en) | 2018-11-19 | 2021-08-31 | 福传交通系统有限公司 | System and method for managing traffic flow using connected vehicle data |
CN111341095B (en) * | 2018-12-19 | 2021-02-09 | 中国航天系统工程有限公司 | Traffic signal control system and method based on edge side online calculation |
GB201900503D0 (en) * | 2019-01-14 | 2019-03-06 | Simplifai Systems Ltd | Traffic strategy system and method of implementing the same |
CN111899536B (en) * | 2019-05-06 | 2022-08-02 | 阿里巴巴集团控股有限公司 | Data processing method, device and equipment and computer storage medium |
GB2583747B (en) * | 2019-05-08 | 2023-12-06 | Vivacity Labs Ltd | Traffic control system |
CN110288844B (en) * | 2019-05-27 | 2021-02-23 | 北方工业大学 | Continuous intersection collaborative optimization method based on vehicle-road communication |
US11928967B2 (en) | 2019-06-04 | 2024-03-12 | Toyota Motor Engineering & Manufacturing North America, Inc. | System and method of using a vehicle as a backup roadside unit (RSU) |
US11217094B2 (en) | 2019-06-25 | 2022-01-04 | Board Of Regents, The University Of Texas System | Collaborative distributed agent-based traffic light system and method of use |
CN110796855A (en) * | 2019-09-18 | 2020-02-14 | 吴明贵 | Regional traffic dispersion system based on Internet of things and block chain |
CN110853376B (en) * | 2019-09-30 | 2021-12-03 | 重庆中信科信息技术有限公司 | Traffic signal lamp of intelligent network |
DE102019215930A1 (en) * | 2019-10-16 | 2021-04-22 | Robert Bosch Gmbh | Method of operating a traffic control system and traffic control system |
KR102155055B1 (en) * | 2019-10-28 | 2020-09-11 | 라온피플 주식회사 | Apparatus and method for controlling traffic signal based on reinforcement learning |
CN111047883B (en) * | 2019-12-23 | 2021-01-01 | 西南科技大学 | Traffic signal control method for key intersection and adjacent intersection |
CN111524373B (en) * | 2020-05-06 | 2021-02-12 | 亚哲科技股份有限公司 | Traffic corridor bus signal cooperation method based on artificial intelligence vehicle-road cooperation |
CN112258855A (en) * | 2020-08-10 | 2021-01-22 | 北方工业大学 | Single-intersection multi-direction space occupancy balance control method |
CN112581778B (en) * | 2020-12-02 | 2023-03-14 | 张鹏 | Traffic signal intelligent guiding system based on bus priority mechanism |
GB2605130B (en) | 2021-03-17 | 2023-08-16 | Xan Labs Int Ltd | Method and system of predictive traffic flow and of traffic light control |
CN112927525B (en) * | 2021-05-11 | 2021-08-10 | 华砺智行(武汉)科技有限公司 | Signal lamp phase distribution method and device under intelligent networking environment and storage medium |
CN113436449B (en) * | 2021-08-30 | 2021-11-02 | 湖南中车时代通信信号有限公司 | Optimization method for releasing public transport vehicles and related components |
CN113724508B (en) * | 2021-09-08 | 2022-08-23 | 四川国蓝中天环境科技集团有限公司 | Traffic signal robust control method considering traffic emission uncertainty |
CN115631638B (en) * | 2022-12-07 | 2023-03-21 | 武汉理工大学三亚科教创新园 | Traffic light control method and system for controlling area based on multi-agent reinforcement learning |
Family Cites Families (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4257029A (en) * | 1974-12-26 | 1981-03-17 | Stevens Carlile R | Traffic control system |
US5357436A (en) | 1992-10-21 | 1994-10-18 | Rockwell International Corporation | Fuzzy logic traffic signal control system |
DE4408547A1 (en) * | 1994-03-14 | 1995-10-12 | Siemens Ag | Process for traffic detection and traffic situation detection on highways, preferably motorways |
AU2503697A (en) | 1996-03-12 | 1997-10-01 | Siemens Aktiengesellschaft | Fuzzy logic-assisted traffic-responsive control system for traffic light systems |
US6317058B1 (en) | 1999-09-15 | 2001-11-13 | Jerome H. Lemelson | Intelligent traffic control and warning system and method |
JP3399421B2 (en) * | 1999-11-05 | 2003-04-21 | 住友電気工業株式会社 | Traffic signal control device |
DE10021929A1 (en) * | 2000-05-05 | 2001-11-15 | Siemens Ag | Computerized determination of control strategy for technical system involves using reinforcement learning to determine control strategy for each state and learn optimal actions |
US6617981B2 (en) * | 2001-06-06 | 2003-09-09 | John Basinger | Traffic control method for multiple intersections |
NL1018875C2 (en) | 2001-09-03 | 2003-03-05 | Witteveen & Bos Raadgevende In | Traffic light control regulates at least two crossing traffic flows and comprises at least two traffic lights stopping or releasing traffic flow |
US20070069920A1 (en) * | 2005-09-23 | 2007-03-29 | A-Hamid Hakki | System and method for traffic related information display, traffic surveillance and control |
US20100245568A1 (en) * | 2009-03-30 | 2010-09-30 | Lasercraft, Inc. | Systems and Methods for Surveillance and Traffic Monitoring (Claim Set II) |
-
2009
- 2009-09-16 GB GBGB0916204.1A patent/GB0916204D0/en not_active Ceased
-
2010
- 2010-09-16 US US13/496,260 patent/US8928493B2/en active Active
- 2010-09-16 ES ES10765393.3T patent/ES2532429T3/en active Active
- 2010-09-16 NZ NZ599412A patent/NZ599412A/en unknown
- 2010-09-16 AU AU2010297287A patent/AU2010297287B2/en active Active
- 2010-09-16 WO PCT/EP2010/063654 patent/WO2011033042A1/en active Application Filing
- 2010-09-16 IE IE20100579A patent/IES20100579A2/en not_active IP Right Cessation
- 2010-09-16 CA CA2774127A patent/CA2774127C/en active Active
- 2010-09-16 SG SG2012018479A patent/SG179165A1/en unknown
- 2010-09-16 IN IN3276DEN2012 patent/IN2012DN03276A/en unknown
- 2010-09-16 EP EP10765393.3A patent/EP2478508B1/en active Active
-
2012
- 2012-03-15 IL IL218659A patent/IL218659A/en active IP Right Grant
- 2012-04-16 ZA ZA2012/02746A patent/ZA201202746B/en unknown
Also Published As
Publication number | Publication date |
---|---|
IES20100579A2 (en) | 2011-07-20 |
US8928493B2 (en) | 2015-01-06 |
GB0916204D0 (en) | 2009-10-28 |
SG179165A1 (en) | 2012-04-27 |
AU2010297287A1 (en) | 2012-05-10 |
CA2774127C (en) | 2018-03-27 |
IL218659A0 (en) | 2012-05-31 |
CA2774127A1 (en) | 2011-03-24 |
AU2010297287B2 (en) | 2015-03-19 |
EP2478508A1 (en) | 2012-07-25 |
WO2011033042A1 (en) | 2011-03-24 |
ES2532429T3 (en) | 2015-03-26 |
EP2478508B1 (en) | 2014-12-17 |
US20130099942A1 (en) | 2013-04-25 |
NZ599412A (en) | 2014-11-28 |
IL218659A (en) | 2017-01-31 |
ZA201202746B (en) | 2014-09-25 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
IN2012DN03276A (en) | ||
MX2018008872A (en) | Integrated, predictive, smart system for traffic signal time control. | |
MX2014007056A (en) | Multi-agent reinforcement learning for integrated and networked adaptive traffic signal control. | |
AR117293A1 (en) | MAPPING OF ANOMALIES IN FIELDS WITH DIGITAL IMAGES AND SELF-LEARNING MODELS | |
WO2017093065A8 (en) | Method for generating control signals adapted to be sent to actuators in a water drainage network | |
MX2018004254A (en) | System and method for micro-locating and communicating with a portable vehicle control device. | |
WO2019118542A3 (en) | Controlling vehicle sensors based on dynamic objects | |
MX2017002494A (en) | Autonomous probability control. | |
SG11201901405WA (en) | Running vehicle system and control method for running vehicle system | |
WO2011109763A3 (en) | Selective repositioning and rotation wavelength beam combining system and method | |
IN2014DE00528A (en) | ||
EP3839754C0 (en) | Acceleration control system chip based on thresholding method, and robot | |
AU2016200042A1 (en) | Controlling a digging attachment along a path or trajectory | |
WO2019032531A3 (en) | Thin film mesh hybrid for treating vascular defects | |
PH12019500635A1 (en) | Input control signals propagated over signals paths | |
GB2547544A (en) | Router fabric | |
TW200637221A (en) | A multiplexer and methods thereof | |
ATE456824T1 (en) | FLEXIBLE CONTROL OF FIELD DEVICES WITH A COMPUTER-BASED CONTROL SYSTEM | |
EP2940543A3 (en) | Systems and methods for operating industrial automation devices based on hierarchical level awareness | |
WO2020097166A3 (en) | Three lane bit-for-bit remote electronic unit | |
GB201303703D0 (en) | Train path control method, train path control device and train path control program | |
MX2017009217A (en) | Vehicle interior lighting systems and methods. | |
EP3975428A3 (en) | Logic fabric based on microsector infrastructure with data register having scan registers | |
MY192499A (en) | Bubble logic for ride vehicle control | |
WO2016014263A3 (en) | System and method for parallel processing using dynamically configurable proactive co-processing cells |