Dynamic vehicle routing for data gathering in wireless networks

• Main Authors: Celik, Guner Dincer (Contributor), Modiano, Eytan H. (Contributor)
• Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers, 2011-10-11T19:17:22Z.
• Subjects: Article
• Online Access: Get fulltext

 We consider a dynamic vehicle routing problem in wireless networks where messages arriving randomly in time and space are collected by a mobile receiver (vehicle or a collector). The collector is responsible for receiving these messages via wireless communication by dynamically adjusting its position in the network. Our goal is to utilize a combination of wireless transmission and controlled mobility to improve the delay performance in such networks. We show that the necessary and sufficient condition for the stability of such a system is given by ρ <; 1 where ρ is the average system load. We derive a fundamental lower bound for the delay in the system. We develop algorithms that are stable for all loads ρ <; 1 and that have asymptotically optimal delay scaling. We show that the combination of mobility and wireless transmission results in a delay scaling of Θ(1/1-ρ) [theta (1/1-p)] with the system load ρ in contrast to the (1/(1-ρ)2) [1/(1-p) superscript 2)] delay scaling in the corresponding system where the collector visits each message location.