| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0363078 |
| utime |
20240103195435.2 |
| mtime |
20110913235959.9 |
| WOS |
000296062401223 |
| DOI |
10.1109/ICASSP.2011.5946817 |
| title
(primary) (eng) |
The LD-RLS algorithm with directional forgetting implemented on a vector-like hardware accelerator |
| specification |
|
| serial |
| ARLID |
cav_un_epca*0360081 |
| ISBN |
978-1-4577-0539-7 |
| title
|
ICASSP 2011: IEEE International Conference on Acoustics, Speech, and Signal Processing |
| page_num |
1657-1660 |
| publisher |
| place |
Praha |
| name |
IEEE |
| year |
2011 |
|
|
| keyword |
LDU decomposition |
| keyword |
directional forgetting |
| keyword |
hardware accelerator |
| author
(primary) |
| ARLID |
cav_un_auth*0202591 |
| name1 |
Bartosinski |
| name2 |
Roman |
| full_dept (cz) |
Zpracování signálů |
| full_dept (eng) |
Department of Signal Processing |
| department (cz) |
ZS |
| department (eng) |
ZS |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
JU100230 Artemis |
| agency |
GA MŠk |
| country |
CZ |
|
| project |
| project_id |
7H10001 |
| agency |
GA MŠk |
| country |
CZ |
| ARLID |
cav_un_auth*0272880 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
The paper discusses an RLS algorithm based on the LDU decomposition (LD-RLS) with directional forgetting implemented on an embedded system with a vector-oriented hardware accelerator. The LD-RLS algorithm can be attractive for control applications to identify an unknown system or to track time-varying parameters. A solution of the LD-RLS algorithm directly contains the estimated parameters. It also offers a possibility to use a priori information about the identified system and its parameters. The implementation of the LD-RLS algorithm is done on an FPGA-based accelerator from a high-level abstraction. It is compared with an implementation of the same algorithm in software on the same platform. |
| action |
| ARLID |
cav_un_auth*0272365 |
| name |
ICASSP 2011: IEEE International Conference on Acoustics, Speech, and Signal Processing |
| place |
Praha |
| dates |
22.05.2011-27.05.2011 |
| country |
CZ |
|
| reportyear |
2012 |
| RIV |
IN |
| num_of_auth |
1 |
| permalink |
http://hdl.handle.net/11104/0199178 |
| arlyear |
2011 |
| mrcbU34 |
000296062401223 WOS |
| mrcbU63 |
cav_un_epca*0360081 ICASSP 2011: IEEE International Conference on Acoustics, Speech, and Signal Processing 978-1-4577-0539-7 1657 1660 Praha IEEE 2011 |
|