Study on the algorithm for smart community sensor network routing with adaptive optimization via cluster head election. (28th February 2020)
- Record Type:
- Journal Article
- Title:
- Study on the algorithm for smart community sensor network routing with adaptive optimization via cluster head election. (28th February 2020)
- Main Title:
- Study on the algorithm for smart community sensor network routing with adaptive optimization via cluster head election
- Authors:
- Yongqiang, He
- Abstract:
- Abstract: To reduce the uneven energy consumption for the data transmission and extend network life of intelligent community sensor network, an adaptive routing optimized algorithm for intelligent community sensor networks with cluster head election is proposed. In this algorithm, a three‐dimensional clustering method adapted to the structure of intelligent community sensor network is proposed. The three‐dimensional clustering method uses the cluster head election mechanism based on minimizing the total transmission loss to optimize the energy of the intelligent community sensor network. Second, an adaptive ant colony propagation method is proposed to solve the problem of intercluster data propagation after clustering. With the best path finding algorithm of ant colony algorithm, energy balance routing with lower energy loss and lower packet error rate is proposed. Finally, the simulation results show that the algorithm has better performance in reducing energy consumption and delay, improving transmission efficiency and node survival time.
- Is Part Of:
- Computational intelligence. Volume 36:Number 4(2020)
- Journal:
- Computational intelligence
- Issue:
- Volume 36:Number 4(2020)
- Issue Display:
- Volume 36, Issue 4 (2020)
- Year:
- 2020
- Volume:
- 36
- Issue:
- 4
- Issue Sort Value:
- 2020-0036-0004-0000
- Page Start:
- 1663
- Page End:
- 1671
- Publication Date:
- 2020-02-28
- Subjects:
- adaptive ant colony -- intelligent community -- network life -- sensor networks -- three‐dimensional clustering routing
Artificial intelligence -- Periodicals
Computational linguistics -- Periodicals
006.3 - Journal URLs:
- http://www.blackwellpublishing.com/journal.asp?ref=0824-7935&site=1 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1111/coin.12304 ↗
- Languages:
- English
- ISSNs:
- 0824-7935
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3390.595000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 14882.xml