Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks
<p/> <p>This paper presents a linear high-order <it>distributed average consensus</it> (DAC) algorithm for wireless sensor networks. The average consensus property and the convergence rate of the high-order DAC algorithm are analyzed. In particular, the convergence rate is de...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2010-01-01
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| Series: | EURASIP Journal on Advances in Signal Processing |
| Online Access: | http://asp.eurasipjournals.com/content/2010/373604 |
| _version_ | 1818544099712565248 |
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| author | Xiong Gang Kishore Shalinee |
| author_facet | Xiong Gang Kishore Shalinee |
| author_sort | Xiong Gang |
| collection | DOAJ |
| description | <p/> <p>This paper presents a linear high-order <it>distributed average consensus</it> (DAC) algorithm for wireless sensor networks. The average consensus property and the convergence rate of the high-order DAC algorithm are analyzed. In particular, the convergence rate is determined by the spectral radius of a network topology-dependent matrix. Numerical results indicate that this simple linear high-order DAC algorithm can accelerate the convergence without additional communication overhead and reconfiguration of network topology.</p> |
| first_indexed | 2024-12-11T22:44:01Z |
| format | Article |
| id | doaj.art-34a473ec2cfe4a248987aac2033f0a3c |
| institution | Directory Open Access Journal |
| issn | 1687-6172 1687-6180 |
| language | English |
| last_indexed | 2024-12-11T22:44:01Z |
| publishDate | 2010-01-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | EURASIP Journal on Advances in Signal Processing |
| spelling | doaj.art-34a473ec2cfe4a248987aac2033f0a3c2022-12-22T00:47:41ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802010-01-0120101373604Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor NetworksXiong GangKishore Shalinee<p/> <p>This paper presents a linear high-order <it>distributed average consensus</it> (DAC) algorithm for wireless sensor networks. The average consensus property and the convergence rate of the high-order DAC algorithm are analyzed. In particular, the convergence rate is determined by the spectral radius of a network topology-dependent matrix. Numerical results indicate that this simple linear high-order DAC algorithm can accelerate the convergence without additional communication overhead and reconfiguration of network topology.</p>http://asp.eurasipjournals.com/content/2010/373604 |
| spellingShingle | Xiong Gang Kishore Shalinee Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks EURASIP Journal on Advances in Signal Processing |
| title | Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks |
| title_full | Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks |
| title_fullStr | Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks |
| title_full_unstemmed | Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks |
| title_short | Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks |
| title_sort | linear high order distributed average consensus algorithm in wireless sensor networks |
| url | http://asp.eurasipjournals.com/content/2010/373604 |
| work_keys_str_mv | AT xionggang linearhighorderdistributedaverageconsensusalgorithminwirelesssensornetworks AT kishoreshalinee linearhighorderdistributedaverageconsensusalgorithminwirelesssensornetworks |