Proof of preservation of non-collinearity of a triangular formation under a distance-based control law











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I am studying a 3-agent distance-based formation control problem. The position of each agent is denoted $pmb{p}_1$, $pmb{p}_2$, $pmb{p}_3 in mathbb{R}^2$. The desired distance between $i$ and $j$ is denoted with $d_{ij}^*$. (Of course, the triangular inequality shall be satisfied for $d_{12}^*$, $d_{23}^*$ and $d_{31}^*$). The closed-loop system equation can be expressed as
$$dot{tilde{pmb{p}}} =
begin{bmatrix}
dot{tilde{pmb{p}}}_{12} \
dot{tilde{pmb{p}}}_{23} \
dot{tilde{pmb{p}}}_{31}
end{bmatrix}
=
-2Kpmb{A}
begin{bmatrix}
rho_{12} tilde{pmb{p}}_{12} \
rho_{23} tilde{pmb{p}}_{23} \
rho_{31} tilde{pmb{p}}_{31}
end{bmatrix}
$$

where $K$ is a scaler constant, the relative displacements $tilde{pmb{p}}_{ij} = pmb{p}_i - pmb{p}_j in mathbb{R}^2$,
the state vector
$$tilde{pmb{p}} = [tilde{pmb{p}}_{12}^mathrm{T}, tilde{pmb{p}}_{23}^mathrm{T}, tilde{pmb{p}}_{31}^mathrm{T}]^mathrm{T} in D={ tilde{pmb{p}} in mathrm{R}^6 ;|; tilde{pmb{p}}_{12} + tilde{pmb{p}}_{23} + tilde{pmb{p}}_{31} = 0 },$$
matrix
$$
pmb{A} =
begin{bmatrix}
2 & 0 & -1 & 0 & -1 & 0\
0 & 2 & 0 & -1 & 0 & -1\
-1 & 0 & 2 & 0 & -1 & 0\
0 & -1 & 0 & 2 & 0 & -1\
-1 & 0 & -1 & 0 & 2 & 0\
0 & -1 & 0 & -1 & 0 & 2
end{bmatrix}
$$

and
$$
rho_{ij}
= frac{2 left(||tilde{pmb{p}}_{ij}||^4 - d_{ij}^{*4}right)}{||tilde{pmb{p}}_{ij}||^4}.
$$



This system has a set of desired equilibria
$$E_d = { tilde{pmb{p}} in D ;|; ||tilde{pmb{p}}_{12}|| = d_{12}^*, ||tilde{pmb{p}}_{23}|| = d_{23}^* , ||tilde{pmb{p}}_{31}|| = d_{31}^* },$$



and a set of undesired equilibria
$$E_u = { tilde{pmb{p}} in D backslash E_d ;|; rho_{12}tilde{pmb{p}}_{12} = rho_{23}tilde{pmb{p}}_{23} = rho_{31}tilde{pmb{p}}_{31} }.$$



When I was trying to prove the closed-loop system stability, I found it necessary to prove the following proposition first:



If $tilde{pmb{p}}_{12}$, $tilde{pmb{p}}_{23}$ and $tilde{pmb{p}}_{31}$ are not collinear at $t=0$, then $tilde{pmb{p}}_{12}$, $tilde{pmb{p}}_{23}$ and $tilde{pmb{p}}_{31}$ are not collinear for any $t > 0$.



Or equivalently,



Set $Omega= { tilde{pmb{p}} in D ;|; tilde{pmb{p}}_{12}^mathrm{T} tilde{pmb{p}}_{23} < ||tilde{pmb{p}}_{12} || cdot || tilde{pmb{p}}_{23} || }$ is a positively invariant set.



I have been stuck here for a few weeks now. Unless an analytic solution to the differential equation can be found, I cannot think of a method to prove the proposition. I did some numerical simulations and no counterexample has been found so far. Any ideas on how this can be proved would be appreciated.










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    I am studying a 3-agent distance-based formation control problem. The position of each agent is denoted $pmb{p}_1$, $pmb{p}_2$, $pmb{p}_3 in mathbb{R}^2$. The desired distance between $i$ and $j$ is denoted with $d_{ij}^*$. (Of course, the triangular inequality shall be satisfied for $d_{12}^*$, $d_{23}^*$ and $d_{31}^*$). The closed-loop system equation can be expressed as
    $$dot{tilde{pmb{p}}} =
    begin{bmatrix}
    dot{tilde{pmb{p}}}_{12} \
    dot{tilde{pmb{p}}}_{23} \
    dot{tilde{pmb{p}}}_{31}
    end{bmatrix}
    =
    -2Kpmb{A}
    begin{bmatrix}
    rho_{12} tilde{pmb{p}}_{12} \
    rho_{23} tilde{pmb{p}}_{23} \
    rho_{31} tilde{pmb{p}}_{31}
    end{bmatrix}
    $$

    where $K$ is a scaler constant, the relative displacements $tilde{pmb{p}}_{ij} = pmb{p}_i - pmb{p}_j in mathbb{R}^2$,
    the state vector
    $$tilde{pmb{p}} = [tilde{pmb{p}}_{12}^mathrm{T}, tilde{pmb{p}}_{23}^mathrm{T}, tilde{pmb{p}}_{31}^mathrm{T}]^mathrm{T} in D={ tilde{pmb{p}} in mathrm{R}^6 ;|; tilde{pmb{p}}_{12} + tilde{pmb{p}}_{23} + tilde{pmb{p}}_{31} = 0 },$$
    matrix
    $$
    pmb{A} =
    begin{bmatrix}
    2 & 0 & -1 & 0 & -1 & 0\
    0 & 2 & 0 & -1 & 0 & -1\
    -1 & 0 & 2 & 0 & -1 & 0\
    0 & -1 & 0 & 2 & 0 & -1\
    -1 & 0 & -1 & 0 & 2 & 0\
    0 & -1 & 0 & -1 & 0 & 2
    end{bmatrix}
    $$

    and
    $$
    rho_{ij}
    = frac{2 left(||tilde{pmb{p}}_{ij}||^4 - d_{ij}^{*4}right)}{||tilde{pmb{p}}_{ij}||^4}.
    $$



    This system has a set of desired equilibria
    $$E_d = { tilde{pmb{p}} in D ;|; ||tilde{pmb{p}}_{12}|| = d_{12}^*, ||tilde{pmb{p}}_{23}|| = d_{23}^* , ||tilde{pmb{p}}_{31}|| = d_{31}^* },$$



    and a set of undesired equilibria
    $$E_u = { tilde{pmb{p}} in D backslash E_d ;|; rho_{12}tilde{pmb{p}}_{12} = rho_{23}tilde{pmb{p}}_{23} = rho_{31}tilde{pmb{p}}_{31} }.$$



    When I was trying to prove the closed-loop system stability, I found it necessary to prove the following proposition first:



    If $tilde{pmb{p}}_{12}$, $tilde{pmb{p}}_{23}$ and $tilde{pmb{p}}_{31}$ are not collinear at $t=0$, then $tilde{pmb{p}}_{12}$, $tilde{pmb{p}}_{23}$ and $tilde{pmb{p}}_{31}$ are not collinear for any $t > 0$.



    Or equivalently,



    Set $Omega= { tilde{pmb{p}} in D ;|; tilde{pmb{p}}_{12}^mathrm{T} tilde{pmb{p}}_{23} < ||tilde{pmb{p}}_{12} || cdot || tilde{pmb{p}}_{23} || }$ is a positively invariant set.



    I have been stuck here for a few weeks now. Unless an analytic solution to the differential equation can be found, I cannot think of a method to prove the proposition. I did some numerical simulations and no counterexample has been found so far. Any ideas on how this can be proved would be appreciated.










    share|cite|improve this question


























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      0
      down vote

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      I am studying a 3-agent distance-based formation control problem. The position of each agent is denoted $pmb{p}_1$, $pmb{p}_2$, $pmb{p}_3 in mathbb{R}^2$. The desired distance between $i$ and $j$ is denoted with $d_{ij}^*$. (Of course, the triangular inequality shall be satisfied for $d_{12}^*$, $d_{23}^*$ and $d_{31}^*$). The closed-loop system equation can be expressed as
      $$dot{tilde{pmb{p}}} =
      begin{bmatrix}
      dot{tilde{pmb{p}}}_{12} \
      dot{tilde{pmb{p}}}_{23} \
      dot{tilde{pmb{p}}}_{31}
      end{bmatrix}
      =
      -2Kpmb{A}
      begin{bmatrix}
      rho_{12} tilde{pmb{p}}_{12} \
      rho_{23} tilde{pmb{p}}_{23} \
      rho_{31} tilde{pmb{p}}_{31}
      end{bmatrix}
      $$

      where $K$ is a scaler constant, the relative displacements $tilde{pmb{p}}_{ij} = pmb{p}_i - pmb{p}_j in mathbb{R}^2$,
      the state vector
      $$tilde{pmb{p}} = [tilde{pmb{p}}_{12}^mathrm{T}, tilde{pmb{p}}_{23}^mathrm{T}, tilde{pmb{p}}_{31}^mathrm{T}]^mathrm{T} in D={ tilde{pmb{p}} in mathrm{R}^6 ;|; tilde{pmb{p}}_{12} + tilde{pmb{p}}_{23} + tilde{pmb{p}}_{31} = 0 },$$
      matrix
      $$
      pmb{A} =
      begin{bmatrix}
      2 & 0 & -1 & 0 & -1 & 0\
      0 & 2 & 0 & -1 & 0 & -1\
      -1 & 0 & 2 & 0 & -1 & 0\
      0 & -1 & 0 & 2 & 0 & -1\
      -1 & 0 & -1 & 0 & 2 & 0\
      0 & -1 & 0 & -1 & 0 & 2
      end{bmatrix}
      $$

      and
      $$
      rho_{ij}
      = frac{2 left(||tilde{pmb{p}}_{ij}||^4 - d_{ij}^{*4}right)}{||tilde{pmb{p}}_{ij}||^4}.
      $$



      This system has a set of desired equilibria
      $$E_d = { tilde{pmb{p}} in D ;|; ||tilde{pmb{p}}_{12}|| = d_{12}^*, ||tilde{pmb{p}}_{23}|| = d_{23}^* , ||tilde{pmb{p}}_{31}|| = d_{31}^* },$$



      and a set of undesired equilibria
      $$E_u = { tilde{pmb{p}} in D backslash E_d ;|; rho_{12}tilde{pmb{p}}_{12} = rho_{23}tilde{pmb{p}}_{23} = rho_{31}tilde{pmb{p}}_{31} }.$$



      When I was trying to prove the closed-loop system stability, I found it necessary to prove the following proposition first:



      If $tilde{pmb{p}}_{12}$, $tilde{pmb{p}}_{23}$ and $tilde{pmb{p}}_{31}$ are not collinear at $t=0$, then $tilde{pmb{p}}_{12}$, $tilde{pmb{p}}_{23}$ and $tilde{pmb{p}}_{31}$ are not collinear for any $t > 0$.



      Or equivalently,



      Set $Omega= { tilde{pmb{p}} in D ;|; tilde{pmb{p}}_{12}^mathrm{T} tilde{pmb{p}}_{23} < ||tilde{pmb{p}}_{12} || cdot || tilde{pmb{p}}_{23} || }$ is a positively invariant set.



      I have been stuck here for a few weeks now. Unless an analytic solution to the differential equation can be found, I cannot think of a method to prove the proposition. I did some numerical simulations and no counterexample has been found so far. Any ideas on how this can be proved would be appreciated.










      share|cite|improve this question















      I am studying a 3-agent distance-based formation control problem. The position of each agent is denoted $pmb{p}_1$, $pmb{p}_2$, $pmb{p}_3 in mathbb{R}^2$. The desired distance between $i$ and $j$ is denoted with $d_{ij}^*$. (Of course, the triangular inequality shall be satisfied for $d_{12}^*$, $d_{23}^*$ and $d_{31}^*$). The closed-loop system equation can be expressed as
      $$dot{tilde{pmb{p}}} =
      begin{bmatrix}
      dot{tilde{pmb{p}}}_{12} \
      dot{tilde{pmb{p}}}_{23} \
      dot{tilde{pmb{p}}}_{31}
      end{bmatrix}
      =
      -2Kpmb{A}
      begin{bmatrix}
      rho_{12} tilde{pmb{p}}_{12} \
      rho_{23} tilde{pmb{p}}_{23} \
      rho_{31} tilde{pmb{p}}_{31}
      end{bmatrix}
      $$

      where $K$ is a scaler constant, the relative displacements $tilde{pmb{p}}_{ij} = pmb{p}_i - pmb{p}_j in mathbb{R}^2$,
      the state vector
      $$tilde{pmb{p}} = [tilde{pmb{p}}_{12}^mathrm{T}, tilde{pmb{p}}_{23}^mathrm{T}, tilde{pmb{p}}_{31}^mathrm{T}]^mathrm{T} in D={ tilde{pmb{p}} in mathrm{R}^6 ;|; tilde{pmb{p}}_{12} + tilde{pmb{p}}_{23} + tilde{pmb{p}}_{31} = 0 },$$
      matrix
      $$
      pmb{A} =
      begin{bmatrix}
      2 & 0 & -1 & 0 & -1 & 0\
      0 & 2 & 0 & -1 & 0 & -1\
      -1 & 0 & 2 & 0 & -1 & 0\
      0 & -1 & 0 & 2 & 0 & -1\
      -1 & 0 & -1 & 0 & 2 & 0\
      0 & -1 & 0 & -1 & 0 & 2
      end{bmatrix}
      $$

      and
      $$
      rho_{ij}
      = frac{2 left(||tilde{pmb{p}}_{ij}||^4 - d_{ij}^{*4}right)}{||tilde{pmb{p}}_{ij}||^4}.
      $$



      This system has a set of desired equilibria
      $$E_d = { tilde{pmb{p}} in D ;|; ||tilde{pmb{p}}_{12}|| = d_{12}^*, ||tilde{pmb{p}}_{23}|| = d_{23}^* , ||tilde{pmb{p}}_{31}|| = d_{31}^* },$$



      and a set of undesired equilibria
      $$E_u = { tilde{pmb{p}} in D backslash E_d ;|; rho_{12}tilde{pmb{p}}_{12} = rho_{23}tilde{pmb{p}}_{23} = rho_{31}tilde{pmb{p}}_{31} }.$$



      When I was trying to prove the closed-loop system stability, I found it necessary to prove the following proposition first:



      If $tilde{pmb{p}}_{12}$, $tilde{pmb{p}}_{23}$ and $tilde{pmb{p}}_{31}$ are not collinear at $t=0$, then $tilde{pmb{p}}_{12}$, $tilde{pmb{p}}_{23}$ and $tilde{pmb{p}}_{31}$ are not collinear for any $t > 0$.



      Or equivalently,



      Set $Omega= { tilde{pmb{p}} in D ;|; tilde{pmb{p}}_{12}^mathrm{T} tilde{pmb{p}}_{23} < ||tilde{pmb{p}}_{12} || cdot || tilde{pmb{p}}_{23} || }$ is a positively invariant set.



      I have been stuck here for a few weeks now. Unless an analytic solution to the differential equation can be found, I cannot think of a method to prove the proposition. I did some numerical simulations and no counterexample has been found so far. Any ideas on how this can be proved would be appreciated.







      differential-equations triangle control-theory






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      edited Nov 14 at 19:03

























      asked Nov 12 at 23:57









      Zhuo Chen

      12




      12



























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