Title :
Discrete Probabilistic DV-Hop: Reengineering high accuracy range-free WSN localization
Author :
Nia, Morteza Shahriari ; Khaxar, Mohsen ; Rashti, Seyed Mahdi ; Charkari, Nasrollah Moghadam
Author_Institution :
Fac. of Electr. & Comput. Eng., Tarbiat Modares Univ., Tehran, Iran
Abstract :
One of the most important aspects of a WSN is its localization scheme. Adequate accuracy, complexity, timing, and vulnerability to environment pitfalls are all worth considering parameters. Here, we propose discrete probabilistic DV-Hop, an enhancement to DV-Hop, a well-known range-free WSN localization algorithm, aiming to improve both its localization accuracy and complexity. One should note that DV-Hop is a range-free initial position estimator and can be accompanied with other refinement algorithms to farther improve its localization accuracy. Extensive simulations show that the proposed algorithm, although with reduced complexity, usually sticks to the same localization accuracy as DV-Hop and sometimes even outperforms it. The best accuracy achievable is 1/5 of radio range, with much less vulnerability to topological features than DV-Hop.
Keywords :
communication complexity; probability; telecommunication network topology; wireless sensor networks; discrete probabilistic DV-Hop; range-free WSN localization algorithm; range-free initial position estimator; topological features; Accuracy; Costs; Global Positioning System; Hardware; Humidity measurement; Noise measurement; Phase estimation; Sensor systems and applications; Timing; Wireless sensor networks; Discrete probabilistic; Localization; Range free; Sensor Networks;
Conference_Titel :
Ultra Modern Telecommunications & Workshops, 2009. ICUMT '09. International Conference on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4244-3942-3
Electronic_ISBN :
978-1-4244-3941-6
DOI :
10.1109/ICUMT.2009.5345583