Distributed decision fusion using a random access channel

Yingqin Yuan, Moshe Kam

Research output: Contribution to conferencePaperpeer-review

Abstract

We study a binary decision fusion scheme which employs a common channel for detector-DFC communication. Unlike most parallel fusion schemes, which use a dedicated communication channel between every local detector (LD) and the data fusion center (DFC), our scheme uses a single shared, time-slotted communication link for all LDs to transmit decisions to the DFC. Two window-based methods are presented for managing traffic over this channel. The first allows simultaneous messages to collide. The DFC uses the statistics of the channel states (i.e., the number of successful transmissions, idle slots, and collisions during a specified time period) to make its global decision. The second method uses a simple collision resolution algorithm (CRA), similar to slotted-ALOHA with dynamically updated retransmission probability. With this scheme, the DFC makes its decision based on data transmitted successfully within a specified time window. Overall performance of the systems are presented and compared. Simple rules are developed for assessing the conditions under which each one of the schemes is preferred.

Original languageEnglish (US)
Pages924-929
Number of pages6
StatePublished - Jul 14 2003
Externally publishedYes
EventProceedings of the 20th IEEE Information and Measurement Technology Conference - Vail, CO, United States
Duration: May 20 2003May 22 2003

Other

OtherProceedings of the 20th IEEE Information and Measurement Technology Conference
CountryUnited States
CityVail, CO
Period5/20/035/22/03

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

Fingerprint Dive into the research topics of 'Distributed decision fusion using a random access channel'. Together they form a unique fingerprint.

Cite this