Wireless Distributed Architecture for
Therapeutic FES: Metrology for muscle
control
M. Toussaint, Jr.
*
D. Andreu
**
P. Fraisse
*,**
*
LIRMM-CNRS, University of Montpellier 2, France (e-mail:
philippe.fraisse@lirmm.fr, mickael.toussaint@lirmm.fr).
**
INRIA, Sophia Antipolis, France (e-mail: david.andreu@inria.fr)
Abstract: This paper presents a Functional Electro-Stimulation distributed architecture based
on a wireless network, for therapeutic training of disabled patients. On this distributed
architecture, the movement (of disabled members) is artificially controlled by means of a global
controller which pilots a set of stimulation units. The closed loop control system we developed
for controlling muscle is based on a high order sliding mode method. In such wireless network-
based control, the variable delay introduced by the network must be taken into account to
ensure the stability of the closed loop. Thus, in order to characterize the medium on which the
control is performed, we carried out accurate measurements of the architecture performances
(stack-crossing, round-trip time, etc.). We then propose the use of a Kalman filter to predict
the communication delay evolution, with the aim to exploit it within the closed loop control.
1. INTRODUCTION
Electrical stimulation can generate an artificial contrac-
tion of skeletal muscles by applying sequences of electrical
pulses to sensory-motor system via electrodes which can
be placed on the skin, [Kralj et al., 1980], or implanted
[Guiraud et al., 2006]. Transcutaneous (surface) electri-
cal stimulation is a technique widely applied for physical
therapy, sports training and clinical purposes. It can be
used for muscle atrophy treatment, muscle force training,
endurance training, pain treatment and functional move-
ment therapy [Keller et al., 2006]. Functional Electrical
Stimulation (FES) concerns the restoration of a functional
movement in disabled patients. FES applications applied
to lower limbs include foot drop correction, single joint
control, cycling, standing up, walking... FES applications
applied to upper limbs allow hand grasping enhancement.
A wide range of disabilities are concerned with FES, they
include spinal cord injuries, stroke, multiple sclerosis; cere-
bral palsy and Parkinson’s disease [Prodanov et al., 2003]
and both children and adults are concerned. Two distinct
objectives may be targeted when using those techniques,
depending on the type of disorder: chronic assistance or
acute training. FES can be applied for example for walking
assistance and training in post-stroke hemiplegic patients,
as well as for standing and gait restoration in paraplegic
patients [Heliot et al., 2007]. Physiological effects of FES-
assisted verticalization in paraplegic patients include for
example: prevention of muscle atrophy, promotion of re-
nal functions, improvement of joint range of motion, well
being, improved digestion, bowel and bladder functions,
retardation of bone-density loss, decreased spasticity, re-
duced risks of pressure sores, improved cardiovascular
health, improved skin and muscle tone [Cybulski and
Jaegger, 1986]. The FES used in the framework of exercise
was termed Functional Electrical Therapy (FET).
In this context of FET, stimulators which are used are
wire-based and centralized ones; each electrode is con-
nected to a central controller by means of wires (the num-
ber of wires for each electrode depending on its number
of poles). Those electrodes being used for stimulation or
recording (external sensors based on EMG for example),
of the sensory-motor system activity. When dealing with
a set of (multipolar) electrodes, those wires constitute an
important constraint for the patient mobility, and thus for
the training. This constraint must be removed to propose
realistic solutions for rehabilitation applications to be used
by physiotherapist and/or the patient himself. As a conse-
quence we designed a distributed FES architecture based
on distributed stimulation units (DSU) [Andreu et al.,
2005].
Each DSU is a device composed of digital and analogue
parts, the latter being connected to the (multipolar) elec-
trode used to stimulate the muscle. A DSU can be con-
figured, programmed and remotely operated [Souquet
et al., 2007]. It embeds in particular a 3-layer protocol
stack according to the reference given by the structure of
the reduced OSI model. These layers are the Application
layer, the Medium Access Control layer (MAC) and the
Physical layer. The physical layer ensures the telecommu-
nication over the 2.4 GHz Radio Frequency (RF) based
wireless medium (used in considered experimental setup).
The MAC layer ensures a deterministic medium shar-
ing [Godary et al., 2007]. The application layer supports
configuration, programming and remote operating (from
start/stop requests to online stimulation control) of the
stimulation unit.
On this distributed architecture, the movement (of dis-
abled members) is artificially controlled by means of a
global controller which pilots a set of DSUs. For instance,
it sets dynamically the parameters of the stimulation,
like the stimulation frequency, the pulse amplitude and
Proceedings of the 17th World Congress
The International Federation of Automatic Control
Seoul, Korea, July 6-11, 2008
978-1-1234-7890-2/08/$20.00 © 2008 IFAC 11588 10.3182/20080706-5-KR-1001.3796