Urban Traffic Control system using self-organization

G. Slager, M. Milano
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引用次数: 8

Abstract

This paper presents a Urban Traffic Control (UTC) system, inspired to techniques exploited by social insects to coordinate themselves and specialize their behaviour, without any centralized coordination or explicit communication. Local traffic is handled at an intersection by a controller, executing simple local reactive rule-based policies. Every intersection controller chooses on its own which policy to use, according to stimuli perceived from the environment through sensors, thus being influenced by other controllers indirectly. The execution of simple reactive local policies lets an overall traffic control to emerge, with complex behaviours not defined a priori and unaware to the single controller. Simulations demonstrate that the exploiting of emergent behaviours is desirable, as the system outperforms traditional traffic control methods. Dynamic specialization makes the system able to cope with traffic variation and to perform traffic shaping in a positive way.
基于自组织的城市交通控制系统
本文提出了一种城市交通控制系统(Urban Traffic Control, UTC),该系统的灵感来自于群居昆虫在没有任何集中协调或明确沟通的情况下,利用这些技术来协调它们自己并使它们的行为专业化。本地流量由控制器在十字路口处理,执行简单的本地响应式基于规则的策略。每个交叉口控制器根据传感器感知到的环境刺激,自行选择使用哪种策略,从而间接受到其他控制器的影响。简单的响应式本地策略的执行使整体流量控制出现,复杂的行为不是先验定义的,单个控制器不知道。仿真结果表明,由于该系统优于传统的交通控制方法,因此利用突发行为是可取的。动态专门化使系统能够以积极的方式应对流量变化并进行流量整形。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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