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mobile_robotics
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wolf
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!344
WIP: Resolve "Fixing and improving QR manager"
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WIP: Resolve "Fixing and improving QR manager"
295-fixing-and-improving-qr-manager
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Mederic Fourmy
requested to merge
295-fixing-and-improving-qr-manager
into
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5 years ago
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74332b0a
Add TD help
· 74332b0a
Joan Solà Ortega
authored
5 years ago
src/ceres_wrapper/qr_manager.cpp
+
49
−
27
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@@ -204,33 +204,55 @@ void QRManager::updateStateBlockStatus(const StateBlockPtr& _st_ptr)
void
QRManager
::
relinearizeFactor
(
FactorBasePtr
_fac_ptr
)
// FIXME consider the Jacobian 'M' of the local param of each SB in the factor
{
// // evaluate factor
// std::vector<const double*> fac_states_ptr;
// for (auto sb : _fac_ptr->getStateBlockPtrVector()){
// fac_states_ptr.push_back(sb->getStateData());
// }
//
// Eigen::VectorXd residual(_fac_ptr->getSize());
// std::vector<Eigen::MatrixXd> jacobians;
// _fac_ptr->evaluate(fac_states_ptr,residual,jacobians);
//
// // Fill jacobians
// Eigen::SparseMatrixd A_block_row(_fac_ptr->getSize(), A_.cols());
// for (auto i = 0; i < jacobians.size(); i++)
// {
// if (!_fac_ptr->getStateBlockPtrVector()[i]->isFixed())
// {
// assert(sb_2_col_.find(_fac_ptr->getStateBlockPtrVector()[i]) != sb_2_col_.end() && "factor involving a state block not added");
// assert(A_.cols() >= sb_2_col_[_fac_ptr->getStateBlockPtrVector()[i]] + jacobians[i].cols() - 1 && "bad A number of cols");
// // insert since A_block_row has just been created so it's empty for sure
// insertSparseBlock(jacobians[i], A_block_row, 0, sb_2_col_[_fac_ptr->getStateBlockPtrVector()[i]]);
// }
// }
//
// assignBlockRow(A_, A_block_row, fac_2_row_[_fac_ptr]);
//
// // Fill residual
// b_.segment(fac_2_row_[_fac_ptr], _fac_ptr->getSize()) = residual;
/* Things to do:
*
* 1. For each SB, obtain or create, then store in a vector, this data:
* - state vector
* - size, and local size
* - if local param, get Jacobian M
* - else, M = I, or set a convenient flag sb_has_jac = false
* 2. Evaluate factor, obtain residual and Jacobians
* - evaluate(fac_states_ptr,residual,jacobians)
* - for each SB i
* - if sb_has_jac[i] then J[i] = M[i] * jacobians[i]
* - else
* - J[i] = jacobians[i]
* 3. Fill A and b
* - for each SB i
* - insert J[i] in matrix A, in row A_block_row
* - insert residual in vector b
*/
// evaluate factor
std
::
vector
<
const
double
*>
fac_states_ptr
;
for
(
auto
sb
:
_fac_ptr
->
getStateBlockPtrVector
()){
fac_states_ptr
.
push_back
(
sb
->
getStateData
());
}
Eigen
::
VectorXd
residual
(
_fac_ptr
->
getSize
());
std
::
vector
<
Eigen
::
MatrixXd
>
jacobians
;
_fac_ptr
->
evaluate
(
fac_states_ptr
,
residual
,
jacobians
);
// Fill jacobians
Eigen
::
SparseMatrixd
A_block_row
(
_fac_ptr
->
getSize
(),
A_
.
cols
());
for
(
auto
i
=
0
;
i
<
jacobians
.
size
();
i
++
)
{
if
(
!
_fac_ptr
->
getStateBlockPtrVector
()[
i
]
->
isFixed
())
{
assert
(
sb_2_col_
.
find
(
_fac_ptr
->
getStateBlockPtrVector
()[
i
])
!=
sb_2_col_
.
end
()
&&
"factor involving a state block not added"
);
assert
(
A_
.
cols
()
>=
sb_2_col_
[
_fac_ptr
->
getStateBlockPtrVector
()[
i
]]
+
jacobians
[
i
].
cols
()
-
1
&&
"bad A number of cols"
);
// insert since A_block_row has just been created so it's empty for sure
insertSparseBlock
(
jacobians
[
i
],
A_block_row
,
0
,
sb_2_col_
[
_fac_ptr
->
getStateBlockPtrVector
()[
i
]]);
}
}
assignBlockRow
(
A_
,
A_block_row
,
fac_2_row_
[
_fac_ptr
]);
// Fill residual
b_
.
segment
(
fac_2_row_
[
_fac_ptr
],
_fac_ptr
->
getSize
())
=
residual
;
}
}
/* namespace wolf */
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