{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T13:06:52Z","timestamp":1762348012112,"version":"build-2065373602"},"reference-count":0,"publisher":"SASA Publications","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JISIS"],"published-print":{"date-parts":[[2025,8,30]]},"abstract":"<jats:p>The rise of the number of IoT devices in heavily congested wireless networks has exacerbated the \nproblem of interference, further degrading the quality of performance and trust in the communication \nreliability of the wireless networks. DFH, as an interference mitigation solution, allows devices to \nswitch frequency bands with overlaid real-time spectrum monitoring to DFH's burst-mode\/spectral \nscan analysis. In this work, we focus on the scalability, low latency, and flexibility aspects of DFH \nthat further enhance its viability in IoT networks. DFH is distinct from fixed approaches to frequency \nallocation, as the technique considers freed frequency bands that may be allocated or avoided for \ncongestion, even though they are heavily attributed to noise, data fidelity, and packet loss are \nmaintained. We propose an improved framework with interference pattern-point prediction based \non spectrometric sensing and optimization of hopping sequence ML for DFH. The simulations \ndemonstrate substantial gains in noise ratio, throughput, and energy efficiency of IoT networks \nimplemented in DFH, particularly for very high densities of co-channel interfering devices. The \nproposed controller is also under constraints of computational power and energy consumed by \nhorizon-derived IoT devices. This work highlights the efficiency of DFH as a lightweight and robust \nsolution for maintaining uninterrupted, interference-free, broadband-qualified communication \nthroughout large-scale IoT systems in smart cities, industrial automation, and healthcare monitoring.<\/jats:p>","DOI":"10.58346\/jisis.2025.i3.006","type":"journal-article","created":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T09:04:17Z","timestamp":1762333457000},"page":"78-94","source":"Crossref","is-referenced-by-count":0,"title":["Dynamic Frequency Hopping for Interference Mitigation in IoT  Networks"],"prefix":"10.58346","volume":"15","author":[{"given":"Dr.M.","family":"Safa","sequence":"first","affiliation":[]},{"given":"Dr.S.B.","family":"Nandeeswar","sequence":"additional","affiliation":[]},{"given":"Manjul","family":"Tripathi","sequence":"additional","affiliation":[]},{"given":"Dr. Mohammed H.","family":"Fallah","sequence":"additional","affiliation":[]}],"member":"37075","published-online":{"date-parts":[[2025,8,30]]},"container-title":["Journal of Internet Services and Information Security"],"original-title":[],"deposited":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T13:02:53Z","timestamp":1762347773000},"score":1,"resource":{"primary":{"URL":"https:\/\/jisis.org\/wp-content\/uploads\/2025\/10\/2025.I3.006.pdf"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,30]]},"references-count":0,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2025,8,30]]},"published-print":{"date-parts":[[2025,8,30]]}},"URL":"https:\/\/doi.org\/10.58346\/jisis.2025.i3.006","relation":{},"ISSN":["2182-2069","2182-2077"],"issn-type":[{"type":"print","value":"2182-2069"},{"type":"electronic","value":"2182-2077"}],"subject":[],"published":{"date-parts":[[2025,8,30]]}}}