Expressive Real-Time Intersection Scheduling
Goldstein, Rick (Carnegie Mellon University) | Smith, Stephen F. (Carnegie Mellon University)
We present Expressive Real-time Intersection Scheduling (ERIS), a schedule-driven control strategy for adaptive intersection control to reduce traffic congestion. ERIS maintains separate estimates for each lane approaching a traffic intersection allowing it to more accurately estimate the effects of scheduling decisions than previous schedule-driven approaches. We present a detailed description of the search space and A* search heuristic employed by ERIS to make scheduling decisions in real-time (every second). As a result of its increased expressiveness, ERIS outperforms a less expressive schedule-driven approach and a fully-actuated control method in a variety of simulated traffic environments.
Feb-8-2018
- Country:
- North America > United States (1.00)
- Industry:
- Government > Regional Government (0.46)
- Transportation
- Ground > Road (0.47)
- Infrastructure & Services (0.47)
- Technology: