D-optimal design of a monitoring network for parameter estimation of distributed systems
Journal of Global Optimization
Radiological source detection and localisation using Bayesian techniques
IEEE Transactions on Signal Processing
International Journal of Applied Mathematics and Computer Science - Selected Problems of Computer Science and Control
Sensor network design for the estimation of spatially distributed processes
International Journal of Applied Mathematics and Computer Science
Accuracy-aware aquatic diffusion process profiling using robotic sensor networks
Proceedings of the 11th international conference on Information Processing in Sensor Networks
Hi-index | 35.69 |
We develop methods for detecting and localizing vapor-emitting sources using chemical sensor arrays. Potential applications of these methods include detection of explosives or drugs, sensing leakage of hazardous chemicals or pollution, and studying the environment. We describe the pertinent physical models, develop estimation and detection algorithms, and derive performance bounds. The algorithms are tested numerically and compared with the theoretical bounds