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eAxC_ID Composer / Decomposer for 5G/O-RAN fronthaul
eAxC_ID Composer / Decomposer is an interactive tool for working with O-RAN fronthaul eAxC_IDs, where the 16-bit identifier is split into DU_Port_ID, BS_ID, CC_ID, and RU_Port_ID fields. Instead of hardcoding a fixed bit layout, the tool lets you define each field's bitmask yourself, so it adapts to any O-RAN eAxC_ID convention — including non-contiguous bit assignments — and flags overlaps or uncovered bits in real time on a live bit-grid. It supports two workflows: Construc

Venkateshu Kamarthi
Jul 181 min read


IQ Data Compression Techniques for Bandwidth-Constrained Open Fronthaul
1. Introduction & Structural Background The transition from traditional monolithic Base Stations to disaggregated Open Radio Access Networks (O-RAN) has fundamentally reshaped the telecommunications industry. In a classic Distributed RAN (D-RAN), the baseband processing and RF frontends are tightly integrated using proprietary point-to-point protocols like the Common Public Radio Interface (CPRI). CPRI transmits continuous time-domain, uncompressed In-phase and Quadrature (IQ

Venkateshu Kamarthi
Jul 1610 min read


Power Control in 5G NR
1. Introduction Power control is one of the least visible but most influential mechanisms in cellular radio systems. In 5G NR, it directly impacts: Uplink throughput and latency Cell-edge user experience Inter-cell interference UE battery life Massive MIMO beam efficiency Network energy consumption (Green RAN goals) Unlike LTE, 5G NR operates with: Very wide bandwidths Beam-based transmission Dynamic TDD Cloud-native and O-RAN architectures As a result, power control in 5G NR

Venkateshu Kamarthi
Feb 814 min read


Agentic AI in 5G RAN
1. Introduction Modern 5G radio access networks have reached a level of complexity where traditional automation approaches are no longer sufficient. While machine learning has been widely adopted in telecom analytics, most deployed solutions still behave as passive systems: they ingest data, run inference, and output a score, label, or alert. In practice, experienced RAN engineers do not work this way. They observe symptoms, form hypotheses, validate those hypotheses by check

Venkateshu Kamarthi
Dec 19, 202510 min read


RAN Intelligence with xApps and rApps
1. Introduction Radio Access Networks are becoming more software-driven, disaggregated, and automation-centric. To handle the complexity of dense deployments, Massive MIMO, spectrum fragmentation, and diverse traffic profiles, operators are moving toward intelligent control loops in the RAN.This is where O-RAN Alliance’s RAN Intelligent Controller (RIC) architecture—featuring rApps (non-real time, >1 second) and xApps (near-real time, 10 ms–1 s)—comes into play. These applica

Venkateshu Kamarthi
Nov 21, 202518 min read


O-DU ↔ O-RU Interoperability Troubleshooting (O‑RAN WG4 C/U, S & M Planes)
O-DU ↔ O-RU Interoperability Troubleshooting (O-RAN WG4 C/U, S & M Planes) focuses on identifying and resolving functional and timing mismatches between the Distributed Unit (O-DU) and Radio Unit (O-RU) across the Open Fronthaul interface defined by O-RAN Working Group 4. It provides a systematic approach to diagnosing issues in the Control/User Plane (C/U), Synchronization Plane (S), and Management Plane (M)—the three pillars of inter-vendor interoperability. The guide emph

Venkateshu Kamarthi
Nov 6, 202514 min read


CMPv2 and TLS Callhome in O-RAN Fronthaul
Certificate Management Protocol version 2 (CMPv2) and Transport Layer Security (TLS) callhome procedures form the cornerstone of secure...

Venkateshu Kamarthi
Aug 21, 20258 min read


O-RAN WG4 Open Fronthaul Specifications (CUS and M-Plane) v2.0 to v17.01
Introduction The O-RAN Alliance Workgroup 4 (WG4) focuses on defining open fronthaul interfaces between the O-DU (Distributed Unit) and...

Venkateshu Kamarthi
Apr 29, 20257 min read
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