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5G NR Throughput Calculator
Overview: A 3GPP-aligned, multi-layer throughput estimation tool covering the full gNB protocol stack from PHY to PDCP. Built for RF engineers, protocol testers, and RAN architects who need quick but specification-accurate numbers without opening a spreadsheet or reading 38.214 line by line. Tool Features 4-layer protocol stack Calculates throughput independently at PHY, MAC, RLC, and PDCP — each with its own overhead model per 3GPP specs, not a single flat deduction. All thr

Venkateshu Kamarthi
3 days ago2 min read


5G NR Resource Grid Visualization
5G NR Resource Grid Visualizer is an interactive tool that renders the complete time-frequency structure of a 5G New Radio radio frame (10ms) across configurable bandwidths from 5–100 MHz and subcarrier spacings of 15/30/60/120 kHz, automatically computing the correct number of resource blocks per 3GPP TS 38.101. It maps all major physical channels and signals — SSB (PSS/SSS/PBCH), CORESET 0, PDCCH, PDSCH, PUSCH, PUCCH, PRACH, and both DL/UL DMRS — onto the resource grid at t

Venkateshu Kamarthi
May 292 min read


5G NR SSB ARFCN Calculator
Introduction The 5G NR SSB ARFCN Calculator is a comprehensive web-based tool designed for telecommunications engineers, network planners, and RF specialists working with 5G New Radio (NR) networks. This calculator performs precise conversions and calculations related to Synchronization Signal Blocks (SSB) and Absolute Radio Frequency Channel Numbers (ARFCN) based on 3GPP specifications. What is SSB? The Synchronization Signal Block (SSB) is a fundamental component in 5G NR t

Venkateshu Kamarthi
May 176 min read


O-RAN Fronthaul Delay Management Tool
What this tool does The O-RAN Fronthaul Delay Management Tool helps engineers translate O-RU timing capabilities + transport delay budgets into valid O-DU configuration ranges—fully aligned with O-RAN WG4 CUS-plane (Open Fronthaul) timing relationships. Instead of guessing delay values or manually working through inequalities, the tool: Applies WG4 constraint equations (DL/UL, U-plane & C-plane) Computes valid bounds (min/max) for O-DU parameters Flags invalid timing windows

Venkateshu Kamarthi
Apr 232 min read


5G Massive MIMO Beamforming Visualization
Overview This interactive tool demonstrates industry-standard 5G massive MIMO beamforming based on 3GPP specifications. It visualizes how phased antenna arrays create directional beams through constructive interference, allowing users to understand the fundamental principles behind modern cellular base stations. Key Capabilities 1. Configurable Array Parameters: Antenna elements: 8 to 256 (dual-polarized: -45° and +45°) Antenna spacing: 0.3λ to 1.0λ (typically 0.5λ to avoid g

Venkateshu Kamarthi
Apr 132 min read


5G NR MAC PDU Structure
1.Introduction In 5G baseband / protocol validation, understanding MAC PDU decoding is critical — especially when debugging uplink scheduling issues, BSR anomalies, TA problems, or HARQ behavior in logs. This article provides: NR MAC PDU structure (DL & UL) Subheader parsing logic LCID types and mapping MAC SDU vs MAC CE types UE log decoding walkthrough Comparison with LTE MAC PDU Real-time debugging perspective MAC Layer in 5G NR The MAC layer sits between: RLC (above) PH

Venkateshu Kamarthi
Apr 118 min read


5G-NR/O-RAN Power-Saving Features For User Data
Introduction Power-saving features in 5G (including O-RAN deployments) are needed mainly to improve energy efficiency and network sustainability. 1. Reduce operational cost (OPEX): Base stations—especially massive MIMO O-RUs—consume significant electricity, so reducing unnecessary transmissions lowers energy bills for operators. 2. Handle variable traffic load: Network traffic varies over time (night vs peak hours). Power-saving allows parts of the radio (RF chains,

Venkateshu Kamarthi
Mar 1411 min read


5G NR PDCP & SDAP Layers
1. Introduction 5G NR fundamentally redesigned the user-plane architecture by introducing SDAP (Service Data Adaptation Protocol) above PDCP (Packet Data Convergence Protocol). LTE used a bearer-based QoS model. 5G uses a flow-based QoS model. This single architectural shift explains: Why SDAP was introduced Why PDCP evolved Why 5G scales better than LTE How URLLC, slicing, and dual connectivity are supported This article provides: Deep architectural explanation LTE vs 5G com

Venkateshu Kamarthi
Mar 810 min read


Massive MIMO in 5G
1. Introduction The exponential growth in mobile data traffic, driven by 4K/8K video, cloud gaming, AR/VR, industrial IoT, and private 5G networks, has forced wireless systems to evolve beyond traditional antenna systems. One of the most transformative technologies enabling 5G performance is Massive MIMO (Multiple Input Multiple Output). Unlike conventional MIMO (2x2, 4x4, 8x8), Massive MIMO scales antenna elements to tens or even hundreds at the base station, enabling spatia

Venkateshu Kamarthi
Feb 2111 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


RLC Protocol in 5G NR
1. Introduction: Why RLC Still Matters in 5G NR When discussions around 5G performance arise, attention usually gravitates toward massive MIMO, beamforming, or spectrum efficiency. Yet, in real networks, user experience often degrades due to issues far removed from PHY or antennas. One of the most common root causes lies in the Radio Link Control (RLC) layer. In 5G NR, RLC sits between PDCP and MAC, just like LTE. But assuming it is “unchanged from LTE” is a mistake. While t

Venkateshu Kamarthi
Feb 114 min read


5G NR MAC DL/UL Scheduling Algorithms
1. Introduction Medium Access Control (MAC) scheduling is one of the most critical real-time functions in a 5G NR gNB. It directly determines throughput, latency, fairness, spectral efficiency, and QoS compliance. Unlike LTE, 5G MAC scheduling operates in a much more complex design space due to: Flexible numerology (multiple SCS) Mini-slots and slot aggregation Beam-based transmissions Massive MIMO QoS flows (5QI-driven scheduling) URLLC pre-emption and puncturing Dynamic TDD

Venkateshu Kamarthi
Jan 2316 min read


LDPC Coding in 5G NR
1. Introduction Channel coding is one of the most fundamental building blocks of the 5G NR physical layer. It directly determines: Block Error Rate (BLER) Throughput at high MCS Latency predictability UE power consumption Hardware scalability in gNB and UE Unlike LTE, which relied almost exclusively on Turbo codes, 5G NR deliberately replaced Turbo codes with Low Density Parity Check (LDPC) codes for data channels and Polar codes for control channels. LDPC Coding Chain in 5

Venkateshu Kamarthi
Jan 159 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


Private 5G Wireless Networks
Private 5G (also referred to as Non-Public Networks — NPNs) is the deployment of 5G technologies for the exclusive use of an organization, campus, industrial site, port or stadium. Unlike public/macrocell 5G, private 5G is designed to deliver dedicated capacity, stronger security controls, low and deterministic latency, and granular service control for vertical-specific applications (robotics, automation, AR/VR, mission-critical communications). 1. What is Private 5G What it

Venkateshu Kamarthi
Dec 12, 202510 min read


The Future of Wireless Communication Unveiled: Wireless Evolution Trends
Wireless communication has undergone significant transformations over the past few decades. From the early days of analog signals to the sophisticated digital networks of today, the technology continues to evolve rapidly. As professionals and engineers working with LTE, 5G, 6G, and O-RAN technologies, understanding these changes is crucial. This article explores the wireless evolution trends shaping the industry and offers insights into what lies ahead. Understanding Wireless

Venkateshu Kamarthi
Dec 9, 20254 min read


The Role of FFT Applications in OFDM
Orthogonal Frequency Division Multiplexing (OFDM) has become a cornerstone technology in modern wireless communication systems such as LTE, 5G, and emerging 6G networks. At the heart of OFDM’s efficiency and robustness lie two fundamental mathematical tools: the Fast Fourier Transform (FFT) and its inverse (IFFT). Understanding how these transforms operate within OFDM is essential for professionals working with wireless technologies. Understanding FFT Applications in OFDM FFT
Venkateshu
Dec 8, 20253 min read


Cloud & NFV(Network Function Virtualization) for 5G Networks
1.Introduction Cloud and Network Function Virtualization (NFV) for 5G networks represent a fundamental shift in how telecommunication networks are designed and managed. NFV decouples network functions from specialized hardware, allowing them to run as software on standard cloud infrastructure. This virtualization enables 5G networks to be more flexible, scalable, and cost-efficient by leveraging cloud-native principles and automation. It allows operators to dynamically alloca

Venkateshu Kamarthi
Dec 6, 20259 min read


Exploring the 5G Quality of Service Framework
The evolution of wireless communication has brought us to the era of 5G, a technology promising unprecedented speed, low latency, and massive connectivity. However, delivering these benefits consistently requires a robust system to manage network resources effectively. This is where the 5G Quality of Service (QoS) framework plays a critical role. It ensures that different types of traffic receive appropriate treatment based on their requirements, enabling seamless user experi
Venkateshu
Dec 1, 20255 min read


RRC_INACTIVE State in 5G NR
1. Introduction The RRC_INACTIVE state represents a fundamental architectural innovation in 5G New Radio (NR), introduced to address critical latency and signaling overhead challenges that plagued LTE networks. In LTE, frequent transitions between RRC_IDLE and RRC_CONNECTED states created substantial network signaling load and introduced latency penalties during service resumption, particularly problematic for modern smartphone usage patterns characterized by frequent sm

Venkateshu Kamarthi
Nov 29, 202511 min read
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