A5072065366- Energy Efficient Wireless Sensor Networks
- Mobile Ad Hoc Networks
- Opportunistic and Delay-Tolerant Networks
- Target Tracking and Data Fusion in Sensor Networks
- Distributed Sensor Networks and Detection Algorithms
- Machine Learning and ELM
- Neural Networks and Applications
- Indoor and Outdoor Localization Technologies
- Advanced Neural Network Applications
Shanghai Institute of Microsystem and Information Technology
2017-2022
Chinese Academy of Sciences
2018
University of Chinese Academy of Sciences
2018
Improving tracking quality and extending network lifespan are two main objects for target tracking, which usually contradictory due to limited energy of sensor nodes in wireless networks. This article incorporates this contradiction into a problem multi-objective optimization networks where multiple scheduled collaborative by adopting the unscented Kalman filter algorithm. We propose an effective scheme extend while guaranteeing preset quality. More specifically, with regard practical...
Tracking a mobile target, which aims to timely monitor the invasion of specific is one most prominent applications in wireless sensor networks (WSNs). Traditional tracking methods WSNs only based on static nodes (SNs) have several critical problems. For example, void loss many SNs must be active track target all possible directions, resulting excessive energy consumption. Additionally, when entering coverage holes monitoring area, may missing and then its state unknown during this period. To...
To enhance the nonlinearity of neural networks and increase their mapping abilities between inputs response variables, activation functions play a crucial role to model more complex relationships patterns in data. In this work, novel methodology is proposed adaptively customize only by adding very few parameters traditional such as Sigmoid, Tanh, rectified linear unit (ReLU). verify effectiveness methodology, some theoretical experimental analysis on accelerating convergence improving...
This paper describes our performance evaluation results of BATMAN-adv wireless mesh network routing algorithms, particularly its new variant, version V. The BATMAN protocol has developed continuously after initial release and now several variants are available, especially the transmission quality based IV throughput deployed tested in many publications. However, V not been verified literature. We here design test cases to compare between presented. It shows that does outperform terms delay,...
To enhance the computational efficiency of mobile devices is helpful to realize application Ad Hoc network routing technology for video transmission. However, there are still many problems in transmission based on technology, such as problem ran dom packet loss caused by node and channel failure. The which can meet requirements QoS be realized process multimedia because deviation information role dynamic topology, provided complex Application multipath protocol improve throughput data...