This research focuses on developing effective fault detection techniques for integrated sensor networks. Sensor networks are critical in various applications, including environmental monitoring, industrial automation, and smart infrastructure. However, due to their distributed nature and exposure to harsh conditions, sensor nodes can be prone to failures and faults, leading to inaccurate data and compromised system performance. One of the...