Smartphone-Centred Wearable Sensors Network for Monitoring
Patients with Bipolar Disorder
Alessandro Puiatti, Steven Mudda, Silvia Giordano and Oscar Mayora
Abstract— Bipolar Disorder is a severe form of mental
illness. It is characterized by alternated episodes of mania
and depression, and it is treated typically with a combination
of pharmacotherapy and psychotherapy. Recognizing early
warning signs of upcoming phases of mania or depression
would be of great help for a personalized medical treatment.
Unfortunately, this is a difficult task to be performed for both
patient and doctors. In this paper we present the MONARCA
wearable system, which is meant for recognizing early warning
signs and predict maniac or depressive episodes. The system is
a smartphone-centred and minimally invasive wearable sensors
network that is being developing in the framework of the
MONARCA European project.
I. I NTRODUCTION
B
IPOLAR Disorder, formerly known as manic depres-
sion, is a common and severe form of mental illness
[1]. It is characterized by alternated episodes of mania
and depression, and, typically, its treatment is based on a
combination of pharmacotherapy and psychotherapy. Unfor-
tunately, the effectiveness of this treatment is only limited.
Moreover, the pharmacotherapy can be hardly adapted to the
patients because of the difficulty of recognizing their upcom-
ing changes in state. A promising form of intervention is to
teach patients to recognize and manage early warning signs
(EWS) [2]. However it involves a very significant training
effort and strongly depends on the patients compliance and
discipline. Thus, this therapy is also of limited use only.
A great improvement in managing bipolar disorder can be
achieved with the use of wearable technology in support of
both patients and doctors. Actually, thanks to the continuous
advances in the development of technologies, such as sensing
and communication, in parallel with the continuous progress
of electronic device miniaturization, the wearable systems
are becoming more and more a powerful support in health
care. Today the wearable technology is envisioned for use
in clinical applications [3] and personalized healthcare [4],
where the wearable system became a part of a chain in which
This work has been partially found by the EU Contract Number 248545
- MONARCA.
Alessandro Puiatti is with Networking Laboratory, Institute of Infor-
mation Systems and Netwrking, Department of Innovative Technolgies,
University of Applied Sciences of Southern Switzerland, 6928 Manno,
Switzerland alessandro.puiatti@supsi.ch
Steven Mudda is with Networking Laboratory, Institute of Information
Systems and Netwrking, Department of Innovative Technolgies, University
of Applied Sciences of Southern Switzerland, 6928 Manno, Switzerland
steven.mudda@supsi.ch
Silvia Giordano is with Networking Laboratory, Institute of Information
Systems and Netwrking, Department of Innovative Technolgies, University
of Applied Sciences of Southern Switzerland, 6928 Manno, Switzerland
silvia.giordano@supsi.ch
Oscar Mayora is with CREATE-NET, 38123 Trento, Italy
oscar.mayora@create-net.org
all the other actors, patients, healthcare centres, and doctors
are in a closed loop for better understanding, monitoring, pre-
venting and treating the illness with a personalized approach.
However, although the incredible technology advances in
terms of device miniaturization, low power consumption
and high computational power, the main challenges that a
wearable system has to face with are always the same. In fact,
the more the new technologies offer, the more the demand
for new features and functionalities increases. So we are
still to deal with low energy consumption [5] and minimally
invasive systems development [6]. While the first constraint
is independent from the clinical application, the second one
applies differently depending on the disease to be treated.
In fact, patients suffering from a cardiovascular disease can
accept better to wear some bulky sensor on the skin than
patients with mental disease. In the letter case not only the
sensors cannot be accepted, but they can also affect the mood
of the subject producing a biasing effect on the monitored
data. To make the wearable system as minimally invasive as
possible there are two lines of approach: embed all sensors
in a garment [7][8], or move as much sensors as possible in
wearable daily life equipments [9]. In this paper we present a
solution that is a combination of the two approaches, which
is intended for monitoring and treating patients affected by
bipolar disorder. The system is a smartphone-centred and
minimally invasive wearable sensor networks that is being
developing in the framework of the MONARCA European
Project [10]. The goals of the project are to develop and
validate solutions for multi-parametric, long term monitoring
of behavioural-physiological information relevant to bipolar
disorder. These solutions will be deployed through an appro-
priate healthcare platform providing a set of novel services
for personalized management, treatment, and self-treatment
of bipolar disorder. The architecture of the whole system
is shown in Fig. 1. The rest of the paper is organized as
follows. First we describe the MONARCA wearable system.
In Section III we present the main challanges that the
MONARCA system have to face with. Then, in Section IV,
we briefly describe how the medical trials will be performed
and finally, we present the conclusions.
II. MONARCA WEARABLE SYSTEMS
The main responsibility for the wearable system is to
recognize the early warning signs in order to timely predict
and prevent the occurrence of manic/depressive episodes, and
to adjust the therapy accordingly. Therefore, the system must
be capable of identifying, or at least has to be an aid for both
patient and doctor to identify those signs that prelude the
upcoming changes in patient’s mood: level of patient activity,
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