Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Intrusion detection is a surveillance problem of practical import that is ll suited to wireless sensor networks. ,  study the application of sensor networks to the intrusion detection problem and the related problems of classifying and tracking targets. Our approach is based on a dense, distributed, wireless network of multi-modal resource-poor sensors combined into loosely coherent sensor arrays that perform in situ detection, estimation, compression, and exfiltration.  ground our study in the context of a security scenario called "A Line in the Sand" and accordingly define the target, system, environment, and fault models. Based on the performance requirements of the scenario and the sensing, communication, energy, and computation ability of the sensor network,  explore the design space of sensors, signal processing algorithms, communications, networking, and middleware services.  introduce the influence field, which can be estimated from a network of binary sensors, as the basis for a novel classifier. A contribution of our work is that  do not assume a reliable network; on the contrary,  quantitatively analyze the effects of network unreliability on application performance. Our work includes multiple experimental deployments of over 90 sensor nodes at MacDill Air Force Base in Tampa, FL, as ll as other field experiments of comparable scale. Based on these experiences,  identify a set of key lessons and articulate a few of the challenges facing extreme scaling to tens or hundreds of thousands of sensor nodes.
['Anish Arora', 'Prabal Dutta', 'Sandip Bapat', 'Vinod Kulathumani', 'Hongwei Zhang', 'Vinayak Naik', 'Vineet Mittal', 'Hui Cao', 'Murat Demirbas', 'Mohamed G. Gouda', 'Young-ri Choi', 'Ted Herman', 'Sandeep S. Kulkarni', 'Umamaheswaran Arumugam', 'Mikhail Nesterenko', 'Adnan Vora', 'Mark Miyashita']
I am writing a research paper on a idea A line in the sand: a wireless sensor network for target detection, classification, and tracking
[{"from": "human", "value": "I am writing a research paper on a idea A line in the sand: a wireless sensor network for target detection, classification, and tracking"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Intrusion detection is a surveillance problem of practical import that is ll suited to wireless sensor networks. ,  study the application of sensor networks to the intrusion detection problem and the related problems of classifying and tracking targets. Our approach is based on a dense, distributed, wireless network of multi-modal resource-poor sensors combined into loosely coherent sensor arrays that perform in situ detection, estimation, compression, and exfiltration.  ground our study in the context of a security scenario called \"A Line in the Sand\" and accordingly define the target, system, environment, and fault models. Based on the performance requirements of the scenario and the sensing, communication, energy, and computation ability of the sensor network,  explore the design space of sensors, signal processing algorithms, communications, networking, and middleware services.  introduce the influence field, which can be estimated from a network of binary sensors, as the basis for a novel classifier. A contribution of our work is that  do not assume a reliable network; on the contrary,  quantitatively analyze the effects of network unreliability on application performance. Our work includes multiple experimental deployments of over 90 sensor nodes at MacDill Air Force Base in Tampa, FL, as ll as other field experiments of comparable scale. Based on these experiences,  identify a set of key lessons and articulate a few of the challenges facing extreme scaling to tens or hundreds of thousands of sensor nodes."}]