MUMBAI, India, Sept. 22 -- Intellectual Property India has published a patent application (202611095778 A) filed by Noida Institute Of Engineering And Technology Niet on August 07, 2026, for System And Method For Adaptive Radio Frequency Impairment Detector Field Recalibration.
Inventors include Dr. Prachi Tripathi; and Ranjana Singh.
The application for the patent was published on September 18, 2026, under issue no. 38/2026.
Abstract: ABSTRACT TITLE: SYSTEM AND METHOD FOR ADAPTIVE RADIO FREQUENCY IMPAIRMENT DETECTOR FIELD RECALIBRATION An adaptive radio frequency impairment monitoring and field recalibration system (100) is disclosed. A signal acquisition unit (110) captures live radio frequency signals, and a feature extraction module (120) generates a detector-agnostic descriptor vector applicable across multiple impairment classes. A drift estimation engine (140) computes a real-time drift value as a weighted combination of a distance metric and a percentile-exceedance count against a stored reference fingerprint. A confidence decay scoring module (150) generates a decaying confidence score for an active impairment detector (200), while a recalibration trigger controller (160) autonomously initiates field recalibration through a validated on-device recalibration engine (180), without requiring labelled out-of-distribution data. A fallback detector ensemble switch (190) performs a bumpless handover to a diversity-selected reserve detector when confidence collapses before recalibration completes, ensuring continuous and reliable impairment detection under changing field conditions. [Figure 1]
Disclaimer: Curated by HT Syndication.
