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Designing	Mechatronic	Systems	For	Rehabilitation
[5AH12]
Human	Balance	- ZMP
PPT	Overview
→ Introduction
→ ZMP
→ ZMP,	FZMP	&	CoP
→ References
Introduction
→ Proportion	of	elders	is	strongly	increasing	at	a	global	scale;
→ Due	to	the	frailty	linked	with	ageing,	problems	like	falls	caused	by	lack	
of	balance	are	becoming	more	common.
→ In	spite	of	not	being	a	central	issue	in	our	societies,	falls	are	
responsible	for	a	greater	number	of	deaths,	when	comparing	to	car	
accidents.
Global	Concern
Human	Anatomy
Main	systems	responsible	for	human	balance	are:
Vision Vestibular	System Somatosensory	System
→ 2	types	of	receptors	in	
retina:	cones	and	rods;
→ Access	relative	distances	
to	≠ objects.
→ Vestibular	apparatus	detects	motion,	
equilibrium	and	spatial	orientation;
→ Unbalance	when	contradictory	info	is	
sent	to	CNS	from	≠	sources.
→ Proprioceptive/exteroceptive	info	
obtained	from	body	receptors…
→ Variations of pressure/stretch are	the
triggers.
Fig.	1	– Median	age	worldwide	in	2016.	[1]
Fig.	2	– Deaths	due	to	falls	per	million	
persons	in	2012.	[2]
Fig.	3	– Death	rates	comparison.	[3]
Fig.	4	- Human eye.	[4] Fig.	5	– Inner ear.	[5] Fig.	6	– Tiptoeing.	[6]
Zero	Moment	Point	[ZMP]
Dynamic	Stability
𝑅 + 𝐹$ + 𝑚& 𝑔⃗ = 0
𝑂𝑃×𝑅 + 𝑂𝐺×𝑚& 𝑔⃗ + 𝑀$ + 𝑀 + 𝑂𝐴×𝐹$ = 0
Equations	Static	Equilibrium
Forces	&	Momenta	ID
𝑚& 𝑔⃗ - Weight	of	the	foot	(in	point	G	– Centre	of	Mass);
𝐹$ ,	𝑀$ - Force	&	momentum	from	the	upper	part	of	
the	body	(in	point	A	– ankle	joint);
𝑅 → 𝑅 𝑥, 𝑅 𝑦, 𝑅 𝑧 , 𝑀 → (𝑀𝑥, 𝑀𝑦, 𝑀𝑧) – Force	&	
momentum	induced	by	ground	interaction.		
𝑀8 = 𝑀9: = −(𝑀$
8
+ 𝑂𝐴×𝐹$
8
<
𝑂𝑃×𝑅
=
+ 𝑂𝐺×𝑚& 𝑔⃗
=
+ 𝑀$
=
+ 𝑂𝐴×𝐹$
=
= 0
Projecting	Horizontal	Plane
Projecting	z-Axis
→ Horizontal components of 𝑅 and 𝑀 are balanced by
friction;
→ 𝑅 𝑥 and 𝑅 𝑦	will cancel the respective components of 𝐹𝐴.
→ 𝑀𝑧 generated by the 2 ground reaction components will
cancel out: vertical 𝑀 𝐴 and the one induced by 𝐹𝐴.
→ In a non-sliding environment, static friction compensates
for 𝑅 𝑥 and 𝑅 𝑦, as well as for 𝑀𝑧.
→ 𝑅 𝑧	will balance all vertical forces applied in the foot.
→ If ankle momentum varies, there will be a change in
position of reaction force and, consequently, momentum
in 𝑥 and 𝑦 directions will be null. If support polygon is
too small, the point of application of force R will move to
the foot edge and the uncompensated horizontal
components of the momentum will induce rotation.
ZMP Definition
Point that results from the
intersection of an axis of
constant vertical momentum with
the plane of the support polygon.
Fig.	7	– Biped	robot	w/	representation	of	
forces	and	momenta.	[7]
Zero	Moment	Point	[ZMP]
FZMP [Ficititious ZMP]
When ZMP is out of the support polygon, then it is usually called FZMP. As bigger the
distance to the edge of the foot, as significate was the induced unbalance.
Fig.	8	– 3	possible	scenarios	between	ZMP	and	CoP in	a	non-rigid	foot.	[7]
Fig.	9	– Controlled	movement	using	ZMP	concept.	[8]
CoP [Centre of Pressure]
It is the point where the pressure applied by the ground on the foot can be replaced
by a single force vector. If it balances the other forces applied in the mechanism,
then it is ZMP as well. When there is unbalance, then CoP and ZMP do not coincide.
Once the 1st can only be present in the contact surface, the 2nd vanishes and gives
place to another quantity already addressed – FZMP, out of the support polygon.
Video
Using a dynamic approach instead of static, it turns possible to increase the speed of
movement and reliability, conducting to a more human-like gate.
References
[1] List	of	countries	by	median	age.	In:	Wikipedia	[Internet].	2017	[cited	2018	Jan	11].	Available	from:	
https://en.wikipedia.org/w/index.php?title=List_of_countries_by_median_age&oldid=813536623;
[2] Falling	(accident).	In:	Wikipedia	[Internet].	2018	[cited	2018	Jan	11].	Available	from:	
https://en.wikipedia.org/w/index.php?title=Falling_(accident)&oldid=818999043;
[3] Products	- Data	Briefs	- Number	199	- May	2015	[Internet].	[cited	2018	Jan	11].	Available	from:	
https://www.cdc.gov/nchs/products/databriefs/db199.htm;
[4] Human	eye.	In:	Wikipedia	[Internet].	2018	[cited	2018	Jan	11].	Available	from:	
https://en.wikipedia.org/w/index.php?title=Human_eye&oldid=818786738;
[5] Vestibular	system.	In:	Wikipedia	[Internet].	2017	[cited	2018	Jan	11].	Available	from:	
https://en.wikipedia.org/w/index.php?title=Vestibular_system&oldid=812197324;
[6] The	polite	killer	of	any	relationship	|	My	Best	Relationship	[Internet].	[cited	2018	Jan	11].	Available	from:	https://mybestrelationship.com/the-
polite-killer-of-any-relationship/;
[7] Vukobratović M,	Borovac B.	Zero-moment	point	— thirty	five	years	of	its	life.	Int J	Humanoid	Robot.	2004	Mar	1;01(01):157–73;	[MAIN	ARTICLE]
[8] HamburgBitBots.	ZMP-Walking	Demo	[Internet].	[cited	2018	Jan	11].	Available	from:	https://www.youtube.com/watch?v=upABDqQyK9U.

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Human Balance - Anatomy & ZMP

  • 2. Introduction → Proportion of elders is strongly increasing at a global scale; → Due to the frailty linked with ageing, problems like falls caused by lack of balance are becoming more common. → In spite of not being a central issue in our societies, falls are responsible for a greater number of deaths, when comparing to car accidents. Global Concern Human Anatomy Main systems responsible for human balance are: Vision Vestibular System Somatosensory System → 2 types of receptors in retina: cones and rods; → Access relative distances to ≠ objects. → Vestibular apparatus detects motion, equilibrium and spatial orientation; → Unbalance when contradictory info is sent to CNS from ≠ sources. → Proprioceptive/exteroceptive info obtained from body receptors… → Variations of pressure/stretch are the triggers. Fig. 1 – Median age worldwide in 2016. [1] Fig. 2 – Deaths due to falls per million persons in 2012. [2] Fig. 3 – Death rates comparison. [3] Fig. 4 - Human eye. [4] Fig. 5 – Inner ear. [5] Fig. 6 – Tiptoeing. [6]
  • 3. Zero Moment Point [ZMP] Dynamic Stability 𝑅 + 𝐹$ + 𝑚& 𝑔⃗ = 0 𝑂𝑃×𝑅 + 𝑂𝐺×𝑚& 𝑔⃗ + 𝑀$ + 𝑀 + 𝑂𝐴×𝐹$ = 0 Equations Static Equilibrium Forces & Momenta ID 𝑚& 𝑔⃗ - Weight of the foot (in point G – Centre of Mass); 𝐹$ , 𝑀$ - Force & momentum from the upper part of the body (in point A – ankle joint); 𝑅 → 𝑅 𝑥, 𝑅 𝑦, 𝑅 𝑧 , 𝑀 → (𝑀𝑥, 𝑀𝑦, 𝑀𝑧) – Force & momentum induced by ground interaction. 𝑀8 = 𝑀9: = −(𝑀$ 8 + 𝑂𝐴×𝐹$ 8 < 𝑂𝑃×𝑅 = + 𝑂𝐺×𝑚& 𝑔⃗ = + 𝑀$ = + 𝑂𝐴×𝐹$ = = 0 Projecting Horizontal Plane Projecting z-Axis → Horizontal components of 𝑅 and 𝑀 are balanced by friction; → 𝑅 𝑥 and 𝑅 𝑦 will cancel the respective components of 𝐹𝐴. → 𝑀𝑧 generated by the 2 ground reaction components will cancel out: vertical 𝑀 𝐴 and the one induced by 𝐹𝐴. → In a non-sliding environment, static friction compensates for 𝑅 𝑥 and 𝑅 𝑦, as well as for 𝑀𝑧. → 𝑅 𝑧 will balance all vertical forces applied in the foot. → If ankle momentum varies, there will be a change in position of reaction force and, consequently, momentum in 𝑥 and 𝑦 directions will be null. If support polygon is too small, the point of application of force R will move to the foot edge and the uncompensated horizontal components of the momentum will induce rotation. ZMP Definition Point that results from the intersection of an axis of constant vertical momentum with the plane of the support polygon. Fig. 7 – Biped robot w/ representation of forces and momenta. [7]
  • 4. Zero Moment Point [ZMP] FZMP [Ficititious ZMP] When ZMP is out of the support polygon, then it is usually called FZMP. As bigger the distance to the edge of the foot, as significate was the induced unbalance. Fig. 8 – 3 possible scenarios between ZMP and CoP in a non-rigid foot. [7] Fig. 9 – Controlled movement using ZMP concept. [8] CoP [Centre of Pressure] It is the point where the pressure applied by the ground on the foot can be replaced by a single force vector. If it balances the other forces applied in the mechanism, then it is ZMP as well. When there is unbalance, then CoP and ZMP do not coincide. Once the 1st can only be present in the contact surface, the 2nd vanishes and gives place to another quantity already addressed – FZMP, out of the support polygon. Video Using a dynamic approach instead of static, it turns possible to increase the speed of movement and reliability, conducting to a more human-like gate.
  • 5. References [1] List of countries by median age. In: Wikipedia [Internet]. 2017 [cited 2018 Jan 11]. Available from: https://en.wikipedia.org/w/index.php?title=List_of_countries_by_median_age&oldid=813536623; [2] Falling (accident). In: Wikipedia [Internet]. 2018 [cited 2018 Jan 11]. Available from: https://en.wikipedia.org/w/index.php?title=Falling_(accident)&oldid=818999043; [3] Products - Data Briefs - Number 199 - May 2015 [Internet]. [cited 2018 Jan 11]. Available from: https://www.cdc.gov/nchs/products/databriefs/db199.htm; [4] Human eye. In: Wikipedia [Internet]. 2018 [cited 2018 Jan 11]. Available from: https://en.wikipedia.org/w/index.php?title=Human_eye&oldid=818786738; [5] Vestibular system. In: Wikipedia [Internet]. 2017 [cited 2018 Jan 11]. Available from: https://en.wikipedia.org/w/index.php?title=Vestibular_system&oldid=812197324; [6] The polite killer of any relationship | My Best Relationship [Internet]. [cited 2018 Jan 11]. Available from: https://mybestrelationship.com/the- polite-killer-of-any-relationship/; [7] Vukobratović M, Borovac B. Zero-moment point — thirty five years of its life. Int J Humanoid Robot. 2004 Mar 1;01(01):157–73; [MAIN ARTICLE] [8] HamburgBitBots. ZMP-Walking Demo [Internet]. [cited 2018 Jan 11]. Available from: https://www.youtube.com/watch?v=upABDqQyK9U.