Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  addresses the problem of counting intruder activities within a monitored domain by a sensor network. The deployed sensors are unreliable.  characterize imperfect sensors with misdetection and false-alarm probabilities.  model intruder activities with Markov Chains. A set of Hidden Markov Models (HMM) models the imperfect sensors and intruder activities to be monitored. A novel sequential change detection/isolation algorithm is developed to detect and isolate a change from an HMM representing no intruder activity to another HMM representing some intruder activities. Procedures for estimating the entry time and the trace of intruder activities are developed. A domain monitoring example is given to illustrate the presented concepts and computational procedures.
['Tae-Sic Yoo', 'Humberto E. Garcia']
I am writing a research paper on a idea Intruder Activity Analysis under Unreliable Sensor Networks
[{"from": "human", "value": "I am writing a research paper on a idea Intruder Activity Analysis under Unreliable Sensor Networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  addresses the problem of counting intruder activities within a monitored domain by a sensor network. The deployed sensors are unreliable.  characterize imperfect sensors with misdetection and false-alarm probabilities.  model intruder activities with Markov Chains. A set of Hidden Markov Models (HMM) models the imperfect sensors and intruder activities to be monitored. A novel sequential change detection/isolation algorithm is developed to detect and isolate a change from an HMM representing no intruder activity to another HMM representing some intruder activities. Procedures for estimating the entry time and the trace of intruder activities are developed. A domain monitoring example is given to illustrate the presented concepts and computational procedures."}]