Ann. Telecommun. (2017) 72:173–188
DOI 10.1007/s12243-017-0560-0
On energy efficiency in underwater wireless sensor
networks with cooperative routing
Ashfaq Ahmad
1
· Sheeraz Ahmed
1
· Muhammad Imran
2
· Masoom Alam
1
·
Iftikhar Azim Niaz
1
· Nadeem Javaid
1
Received: 6 February 2016 / Accepted: 4 January 2017 / Published online: 26 January 2017
© Institut Mines-T´ el´ ecom and Springer-Verlag France 2017
Abstract In this paper, we exploit cooperative communi-
cation for designing an energy-efficient routing algorithm
in underwater wireless sensor networks (UWSNs). Each
network node is equipped with a single omnidirectional
antenna and multiple node coordinates while taking advan-
tage of spatial diversity. This research work is limited in
scope to amplify-and-forward (AF) scheme at the relay node
and fixed ratio combining (FRC) strategy at the receiver
node. Cooperative diversity at the physical layer and multi-
hop routing at the network layer enable us to formulate
minimum energy routing as a joint optimization of the
transmission power at physical layer and link selection
at the network layer. Simulations results show that our
proposed cooperative energy-efficient routing for UWSN
(Co-EEUWSN) performs better than the selected non-
cooperative routing protocols (depth-based routing (DBR)
and energy-efficient DBR (EEDBR)) and cooperative DBR
(Co-DBR) in terms of packet delivery ratio, end-to-end
delay, and energy efficiency.
Keywords Cooperative communication · Relay sensor
node · Routing protocol · Multi-hop · Single-hop ·
Diversity · Energy consumption · Packet delivery ratio
Nadeem Javaid
nadeemjavaid@comsats.edu.pk
www.njavaid.com
1
COMSATS Institute of Information Technology,
Islamabad, Pakistan
2
King Saud University, Riyadh, Saudi Arabia
1 Introduction
Radio waves are very quickly absorbed in water limiting
their propagation range and data rate. Similarly, light waves
are infeasible due to high dispersion in the under water
(UW) environment. In these networks, acoustic waves are
the most feasible means for communicating over adequate
distances. However, new progresses achieved in UW acous-
tic (UWA) communications make reliable data transmission
across several meters conceivable. Many investigations have
been made towards discovering new networking solutions
for underwater wireless sensor networks (UWSNs), includ-
ing acoustic channel modeling, physical layer transmission
analysis, and networking protocols [1].
UWSNs exhibit many unique features like slow propaga-
tion speed, variable link quality, low available bandwidth,
high end-to-end delay, and limited battery capacity. These
constraints pose many challenges in devising transmission-
efficient, energy-saving, and low-delay routing protocols
for UWSNs [2]. Introduction of cooperation in WSNs has
recently gained attention. It exploits the broadcast nature
of the wireless medium for the design of energy-efficient
routing algorithms [5]. Depth-based routing (DBR) [1] is
a non-cooperative receiver-based routing protocol in which
source node broadcasts its data to all its neighbors. Among
the neighbors, one forwarder is selected on the basis of
minimum depth from the sink. Hence, data is routed from
source to destination over a single noisy link in a multi-hop
fashion. Due to noise and multipath fading in UW envi-
ronment, the transmitted signal suffers high a bit error rate
(BER). DBR is improved in [2], the energy-efficient DBR
(EEDBR), where local depth information along with resid-
ual energy of sensor nodes is used to select the optimal for-
warder to achieve load balancing. Redundant transmissions