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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Khalife, H. Malouch, N. Fdida, S. |
| Copyright Year | 2006 |
| Description | Author affiliation: Naceur Malouch & Serge Fdida, Univ. Pierre et Marie Curie, Paris (Khalife, H.; Malouch, N.; Fdida, S.) |
| Abstract | We present in this work a new mechanism based on an innovative hybrid approach for traffic and collision control in wireless ad hoc networks. We combine the well known equation based technique with the measurement based one in a way to obtain a predictive state of the network. Combining these two entries can also have correction effects on foretold values. These properties can be obtained by using the Kalman filter on the sender side. The sender carries out a loss probability prediction process, then performs a RED like algorithm before sending each packet. It may also adapt its sending rate depending on the network loss probability. We react to collisions since we show that losses due to collisions occur before congestion, therefore reacting to these losses can prevent reaching the congestion level. We have already developed a loss probability equation function of the input rate in the network. We also introduce a new loss probability measurement technique based on periodic feedbacks. Even though our formula may not calculate the exact loss probability value, due to some modeling simplifications, combining it to measurements will reduce and even remove these effects giving also a better prediction of future values. |
| Starting Page | 1 |
| Ending Page | 2 |
| File Size | 67342 |
| Page Count | 2 |
| File Format | |
| ISBN | 1424402212 |
| ISSN | 0743166X |
| DOI | 10.1109/INFOCOM.2006.65 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2006-04-23 |
| Publisher Place | Spain |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Ad hoc networks Road accidents Equations Communication system traffic control Mobile ad hoc networks Measurement techniques Feedback Probability Predictive models Loss measurement |
| Content Type | Text |
| Resource Type | Article |
| Subject | Computer Science Electrical and Electronic Engineering |
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