Abstract— The present work investigated the response of
triaxial MMG signals acquired from the rectus femoris muscle
of spinal cord injured volunteers during fatigue protocol
electrically evoked. A custom functional electrical stimulator
voltage-controlled was configured as: pulse frequency set to 1
kHz (20% duty cycle) and burst (modulating) frequency set to
70 Hz (20% active period). The triaxial MMG signal of rectus
femoris muscle was processed with third-order 5-50 Hz
bandpass Butterworth filter and the values were normalized. A
load cell was used to register the force. The stimulator output
voltage was increased until the maximal electrically-evoked
extension (MEEE) of knee joint. After the load cell placement,
the stimuli magnitude required to reach the MEEE was applied
and registered by the load cell as muscular force-100%
response. Stimuli intensity was increased until and during the
control to keep the force in force-100%. Four instants with
force functional electrical stimulation (FES)-controlled were
selected between force-100% and slope down to force-30%. The
MMG energy decreased with FES application due
neuromuscular fatigue in paraplegic subjects. X-axis between
instant I (1 ± 0) and instant IV (0.74 ±0.27), and the same
tendency was found to Y-axis between instant II (1.14 ± 0.44)
and instant IV (0.91 ± 0.3).
I. INTRODUCTION
Due to the inability of voluntary lower limb contraction,
paraplegics consider a challenge to perform sit-to-stand
movements and maintain balance standing [1].
Although there is no technique to naturally generate
physiological contraction on their handicapped lower limbs,
studies investigated the use of implanted functional electrical
stimulation neuroprostheses. With this aim, Guiraud et al. [2]
in their case report, showed the effects of nine years using a
neuroprosthesis and concluded that muscle fatigue is a major
issue for the future. At the end, they suggest more studies
focusing on neural stimulation efficiency.
In order to get such efficiency it is necessary to avoid
muscle fatigue induced by electrical stimulation [2].
However, how to avoid something that is not clear when it
happens?
E. Krueger and P. Nohama are with CPGEI, Universidade Tecnológica
Federal do Paraná (UTFPR), Curitiba, PR, Av. Sete de Setembro 3165, CEP
80230-901, Brazil (phone: +55-41-3310-4679; fax: +55-41-3310-4679; e-
mail: kruegereddy@gmail.com).
E. M. Scheeren is with PPGTS, Pontifícia Universidade Católica do
Paraná, Curitiba, PR, Brazil.
G. N. Nogueira-Neto is with Pontifícia Universidade Católica do Paraná,
Curitiba, PR, Brazil.
Previous studies applying mechanomyography showed the
feasibility to measure and monitor mechanical muscle
oscillations during electrically elicited contraction during
fatigue protocols [3]. Therefore, the goal of the research
discussed in this paper is to verify the MMG energy
response in rectus femoris muscle of paraplegic participants
during electrically-evoked isometric contractions and a
fatigue protocol.
II. METHODS
A. Participants
This work was approved by Secretaria de Saúde do
Estado do Paraná´s Research Ethics Committee according
to the protocol number 189/2010 and in conformity with
Helsinki Declaration of 1975, as revised in 1983. The
patients inclusive criteria were: spinal cord injury without
voluntary contraction on quadriceps muscle. The patients
exclusive criteria were: cancer in the lower limb (stimulated
area), participants who have been submitted to X-ray
examination in the last two weeks (aversion), with metal
implanted in the stimulated limb, cognitive impairment or
without toleration to FES sensation. The protocol flowchart
is shown in Fig. 1. During the clinical research sessions, the
environment temperature and moisture were 31.4 ± 2.28 ºC
and 43.4 ± 10 %, respectively. Spastic events and medicines
to regulate the muscular tonus did not jeopardize the tests.
The sample demography is shown in Table I. All of them
were ranked on American Spinal Cord Injury Association
Impairment Scale A or B, without voluntary contraction in
lower limbs.
Figure. 1. Protocol flowchart.
Mechanomyography energy decreases during muscular fatigue in
paraplegics
Eddy Krueger, Affiliate, EMBS, Eduardo M. Scheeren, Guilherme N. Nogueira-Neto,
and Percy Nohama
978-1-4244-7929-0/14/$26.00 ©2014 IEEE 5824