Evidence map›Paper›PMID 42404806›Full record

ArticleNPJ wireless technology2026

Low-latency jamming mitigation in SWaP-constrained GNSS analog CRPAs via hierarchical dithered null steering.

Mazen Elaraby, Ali Massoud, Mai Hassan, Haidy Elghamrawy, Aboelmagd Noureldin

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In one paragraph

Article in NPJ wireless technology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Mazen ElarabyDepartment of Electrical and Computer Engineering, Queen's University, Kingston, ON Canada.
Ali Massoud *Department of Electrical and Computer Engineering, Royal Military College of Canada, Kingston, ON Canada.
Mai Hassan *Department of Electrical and Computer Engineering, Royal Military College of Canada, Kingston, ON Canada.
Haidy Elghamrawy *Department of Electrical and Computer Engineering, Royal Military College of Canada, Kingston, ON Canada.
Aboelmagd Noureldin *Department of Electrical and Computer Engineering, Queen's University, Kingston, ON Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Global Navigation Satellite Systems (GNSS) underpin critical functions in modern society, from autonomous ground vehicles and unmanned aerial vehicles to civil infrastructure and defense operations. Yet, the extreme weakness of GNSS signals at the Earth's surface makes them acutely vulnerable to intentional jamming, threatening the reliability of safety- and mission-critical applications. Controlled Reception Pattern Antennas (CRPAs) with analog beamforming offer a compact, power-efficient defense against jammers, but mitigation remains difficult: the literature on analog CRPAs is sparse, and existing approaches often rely on naïve grid searches that are too slow for deployment and prone to failure in practice. In this paper, we introduce a hierarchical search framework tailored to the constraints of analog CRPAs. Our method combines binary refinement with lightweight dithering to overcome fundamental pitfalls of grid-based null steering, where mismatches between null width and grid resolution obscure the jammer's direction. By exploiting suppression contrast as a guiding signal, the algorithm identifies and resolves ambiguous cases without resorting to exhaustive probing. Simulations with a four-element analog CRPA demonstrate mean jammer suppression levels of nearly 50 dB while reducing measurement complexity by approximately 96% on average compared to exhaustive search (up to 98% in the best case), making low-latency operation feasible on size-, weight-, and power (SWaP)-constrained GNSS receivers.

Indexed as

EngineeringMathematics and computing

Identifiers

PMID42404806
PMCPMC13331733

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.