Fuzzy modeling and control of multilayer incinerator
Fuzzy Sets and Systems - Special issue: Dedicated to the memory of Richard E. Bellman
The Cricket location-support system
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
An Introduction to Genetic Algorithms for Scientists and Engineers
An Introduction to Genetic Algorithms for Scientists and Engineers
Robust Positioning Algorithms for Distributed Ad-Hoc Wireless Sensor Networks
ATEC '02 Proceedings of the General Track of the annual conference on USENIX Annual Technical Conference
GPS-Free Positioning in Mobile ad-hoc Networks
HICSS '01 Proceedings of the 34th Annual Hawaii International Conference on System Sciences ( HICSS-34)-Volume 9 - Volume 9
ICDCS '01 Proceedings of the The 21st International Conference on Distributed Computing Systems
Hybrid TDOA/AOA mobile user location for wideband CDMA cellular systems
IEEE Transactions on Wireless Communications
Position location using wireless communications on highways of the future
IEEE Communications Magazine
IEEE Communications Magazine
A new evolutionary particle filter for the prevention of sample impoverishment
IEEE Transactions on Evolutionary Computation
Localization in Wireless Sensor Networks by Fuzzy Logic System
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
Expert Systems with Applications: An International Journal
An enhanced positioning scheme for chirp spread spectrum ranging
Expert Systems with Applications: An International Journal
Computers and Electronics in Agriculture
Range free localization schemes for wireless sensor networks
SEPADS'11 Proceedings of the 10th WSEAS international conference on Software engineering, parallel and distributed systems
A new range-free localization method using quadratic programming
Computer Communications
A combined Mamdani-Sugeno fuzzy approach for localization in wireless sensor networks
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Computing methodologies for localization techniques in wireless sensor networks
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Indoor localization method based on RTT and AOA using coordinates clustering
Computer Networks: The International Journal of Computer and Telecommunications Networking
Localization of industrial wireless sensor networks: an artificial neural network approach
HoloMAS'11 Proceedings of the 5th international conference on Industrial applications of holonic and multi-agent systems for manufacturing
An anti-collision algorithm for localization of multiple chirp-spread-spectrum nodes
Expert Systems with Applications: An International Journal
Outdoor exit detection using combined techniques to increase GPS efficiency
Expert Systems with Applications: An International Journal
Fuzzy ring-overlapping range-free (FRORF) localization method for wireless sensor networks
Computer Communications
An artificial neural network approach to the problem of wireless sensors network localization
Robotics and Computer-Integrated Manufacturing
Hi-index | 12.06 |
In this paper, we propose two intelligent localization schemes for wireless sensor networks (WSNs). The two schemes introduced in this paper exhibit range-free localization, which utilize the received signal strength (RSS) from the anchor nodes. Soft computing plays a crucial role in both schemes. In the first scheme, we consider the edge weight of each anchor node separately and combine them to compute the location of sensor nodes. The edge weights are modeled by the fuzzy logic system (FLS) and optimized by the genetic algorithm (GA). In the second scheme, we consider the localization as a single problem and approximate the entire sensor location mapping from the anchor node signals by a neural network (NN). The simulation and experimental results demonstrate the effectiveness of the proposed schemes by comparing them with the previous methods.