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Jeffrey H. Reed

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Review Open access 2026

E2 Service Models in O-RAN: A Specification-Grounded Tutorial and Implementation Analysis

By mapping what specifications define to what implementations deliver, this paper provides xApp developers, platform integrators, and researchers with a precise operational picture of where O-RAN intelligence is realizable today and what changes are needed to support AI-native closed-loop control at scale.

Pratheek S. Upadhyaya, Connor McPeak, Nishith D. Tripathi et al. · 0 citations
Review Open access 2026

A Survey and Quantitative Analysis of Network Architectures for Future 6G Services in Rural and Underserved Areas

A comprehensive survey and quantitative analysis of network architectures for enabling future sixth-generation (6G) services in rural and underserved regions and identifies emerging technologies, including direct-to-device non-terrestrial access, programmable radio environments, and intelligent RAN control that are exp...

Souradeep Deb, Nishith D. Tripathi, Jeffrey H. Reed · 0 citations

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