Adaptive Redundancy and WuRX-Assisted Forwarding in Batteryless Multi-Hop Networks
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Nazarbayev University School of Engineering and Digital Sciences
Abstract
Conventional wireless sensor networks are typically battery-powered, which limits
long-term deployment when batteries cannot be replaced easily in harsh or inaccessible
environments. Energy-harvesting wireless sensor networks reduce this burden, but
rechargeable batteries still degrade over repeated charge cycles and eventually create
disposal burden. Batteryless nodes avoid battery replacement by using capacitive
storage, but they still face frequent brownouts and only a limited set of multi-
hop communication protocols has been studied for this regime. To address this
gap, this thesis proposes and evaluates WARP-EH, a new intermittent multi-hop
forwarding protocol for batteryless energy-harvesting wireless sensor networks. WARP-
EH combines capacitor-threshold node operation to avoid futile transmissions at low
stored energy, wake-up-radio rendezvous to reduce idle listening, bounded store–carry–
forward forwarding to preserve packet progress across outages, and adaptive source
redundancy to improve delivery under variable conditions. It is implemented in ns-3
and compared against fairness-matched baselines under the same topology, traffic, and
energy assumptions. The study focuses on fairness-matched evaluation because delivery
gains in batteryless networking are often difficult to interpret when protocols are
compared under changing conditions or when realized multi-hop behavior is assumed
rather than checked through explicit multi-hop metrics.
Extensive simulation experiments under multiple load, distance, harvesting, topol-
ogy, and hop-depth settings show that WARP-EH improves packet delivery and
goodput over the matched baselines while keeping control overhead below the SCF
baseline. Topology and sink-relay metrics further indicate that the claimed multi-hop
behavior is realized under both source-count and minimum-hop stress settings, and
2the adaptive-redundancy controller is measurably active although the present policy
still requires further tuning.
Overall, the thesis provides a reproducible, fairness-matched, and metric-backed
evaluation of batteryless multi-hop forwarding. Within the modeled scope, WARP-EH
achieves higher delivery and goodput than the fair baselines while preserving explicit
multi-hop behavior and making its remaining limitations visible.
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Gimaletdinov, D. (2026). Adaptive redundancy and WuRX-assisted forwarding in batteryless multi-hop networks [Master’s thesis, Nazarbayev University School of Engineering and Digital Sciences]
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