Stochastic Control of Ad Hoc Communication Networks

Abstract

The proposed research had two main purposes. The first was to develop simple, adaptive, and distributed energy control (transmission power and transmission rate control) algorithms that (i) control the topology of wireless ad hoc communication networks, subject to traffic with diverse bandwidth and end-to-end quality of service requirements, in a spectrally and energy efficient manner; (ii) control multiple access interference and adapt to time-varying propagation losses; and (iii) combine with transmission scheduling, media access control, and multi-hop routing. The second is to design simple, efficient, and robust mechanisms to improve the performance of Transmission Control Protocol (TCP) in mixed wired/wireless communication and ad-hoc networks. The basic approach is to study how the soon-to-be-standardized Selective Acknowledgement feature of TCP, together with knowledge of the statistical behavior of wireless links, can be used to decouple the error recovery and flow control functions of TCP by distinguishing between congestion and non-congestion related packet loss.

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Document Details

Document Type
Technical Report
Publication Date
Oct 31, 2002
Accession Number
ADA413776

Entities

People

  • Kimberly Wasserman
  • Wayne E. Stark

Organizations

  • University of Michigan

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Communication Networks
  • Communication Systems
  • Communications Protocols
  • Computers
  • Energy Consumption
  • Multiple Access
  • Networks
  • Packet Loss
  • Power Levels
  • Scheduling (Production)
  • Signal Processing
  • Stochastic Control
  • Transport Protocols
  • Wireless Communications

Fields of Study

  • Computer science

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Computer Networking