Table of Contents
Research Article
A Compute Budget Set by the Radio: Energy Analysis of On-Device Processing Against Raw Transmission in Battery-Powered IoT Nodes
Madhu Sahu
pp. 1-12 Apr 15, 2026
Research Article
A Third of the Nodes, Two Thirds of the Airtime: Spreading-Factor Inequity and the Real Capacity Limit of a LoRaWAN Cell
Dr P. SIVASUBRAMANIAN
pp. 13-22 May 4, 2026
LoRaWAN; low-power wide-area network; spreading factor; network capacity; Internet of Things; duty cycle
Research Article
Sixty Parameters Are Enough: Model Capacity, Quantisation and the Real Constraints on an On-Device Vibration Condition Monitor
Altaf Mulani
pp. 23-32 Jul 14, 2026
condition monitoring; edge machine learning; quantisation; vibration analysis; industrial IoT; embedded classification.
Research Article
The Delay Is in the Syringe, Not the Line: Start-Up Lag and Flow Disturbance in Low-Rate Syringe Pump Infusion
Dr. A.K. Sharma
pp. 33-44 Aug 13, 2026
biomedical engineering devices; syringe pump; infusion accuracy; medical device performance; neonatal intensive care; applied technology
Research Article
On-Device Detection Is Not an Optimisation but a Precondition: Energy Budget Analysis of a Cellular-Connected Ambulatory Cardiac Monitor
Mr. Pranesh Balaso Bamankar
pp. 45-54 Sep 9, 2026
wearable biomedical device; edge computing; energy budget; cellular IoT; ambulatory monitoring; embedded design.