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1 13Dynamic Voltage Scaling on a Low-Power Microprocessor Johan Pouwelse 5 Koen Langendoen Henk Sips Faculty of Information Technology and Systems Delft University of Technology, The Netherlands ﾁ ﾁ1 78 ﾁ ABSTRACT ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ6 ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ 1 71 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ INTRODUCTION ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 87 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ Permission to make digital or hard copies of part or all of this work or personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. To copy otherwise, to republish, to post on servers, or to redistribute to lists, requires prior specific permission and/or a fee. ACM SIGMOBILE 7/1 Rome, Italy 8 21 ACM ISBN /1/7 ｭ$5.OO ﾁ ﾁ ﾁ ﾁ876 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾀ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ 1 71 ﾁ876 ﾁ ﾀ ﾁ ｻ ﾁ 2 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ﾁ876 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ76 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾀ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ17 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ876 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 2 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ ﾁ 1 7 ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ2 2. VOLTAGE SCALING ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 2 ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ 1 72 ﾁ ﾁ ﾁ ﾁ 1 76 ﾁ ﾁ ﾁ ﾁ ﾁ
2 ﾁ ﾁ ﾁ7 ﾁ 1 7 ﾁ ﾁ ﾁ251 7 ﾁ ﾁ ﾁ21 71 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ｻ ﾁ11 71 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 774 ﾁ ﾁ1 7 ﾁ ﾁ241 ﾁ ﾁ ﾁ7 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ71 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾀ ﾁ ﾁ ﾁ ﾀ ﾁ ﾀ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ21 7 ﾁ6 ﾁ ﾁ ﾁ ﾁ 671 ﾁ ﾁ ﾀ ﾁ2 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ72 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ2 ﾁ ﾁ IMPLEMENTATION ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ2 ﾁ ﾁ ﾁ ﾁ241 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ28871 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ8 1 7 ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ｻ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ Experimental platform ﾁ ﾁ ﾁ ﾁ ｻ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ21 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ82 252
3 Destructive Processor voltage in V Specified operation area Not functional CPU Clock Frequency in MHz ﾁ ﾁ Measurement setup ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾀ2 + unregulated power supply - V A LART voltage regulator V voltage regulator 3.3 V V V A A SA11 processor DRAM FLASH other power consumption [mw] CPU intensive, fixed voltage CPU intensive, voltage scaling Idle mode ﾁ ﾁ ﾁ ﾁ ﾁ RESULTS ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ2 ﾁ ﾁ Required voltage ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 76 ﾁ251 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 7 ﾁ System performance ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 774 ﾁ ﾁ ﾁ ﾁ ﾁ 2 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ｻ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ7 ﾁ28871 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ178 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ
4 137 6 total 1 power consumption [mw] CPU core memory bandwidth [MB/s] ﾁ ﾁ ﾁ1 7 ﾁ1 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ1 7 ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 774 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ251 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ2 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ2 ﾁ ﾁ Memory performance ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 774 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ ﾁ 52 ﾁ ﾁ ﾁ ﾁ 2 ﾁ ﾁ21 71 ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ memory bandwidth/power ratio [mj/mb] total memory+cpu memory only CPU only ﾁ 1 76 ﾁ ﾁ ﾁ 17 ﾁ ﾁ ﾁ ﾁ1 761 ﾁ ﾁ1 774 ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 72 ﾁ1 1 7 ﾁ ﾁ ﾁ ﾁ1 7 ﾁ 76 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ Application performance ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 774 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ
5 13power consumption [mw] total CPU core Non-CPU ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ2 5. DYNAMIC VOLTAGE SCALING ﾁ241 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ876 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ 1 76 ﾁ ﾁ ﾁ ﾁ ﾁ 71 7 ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ1 7 ﾁ ﾁ 2 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ87 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ111 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾀ ﾁ 87 ﾁ1 ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ System support ﾁ ﾁ ﾁ21 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ876 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ1 71 ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ ﾁ 2 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ 1 74 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ 1 76 ﾁ1 76 ﾁ ﾁ ﾁ ﾁ ﾁ1 774 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ11 71 ﾁ ﾁ ﾁ11 76 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ 1 72 ﾁ ﾁ1 ﾁ ﾁ 76 ﾁ Power-aware applications ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ
6 ﾁ ﾁ ﾁ ﾁ 1 756ｻ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ 52 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ2 1 7 ﾁ ﾁ1 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ2 Frame size [bits] Frame number I frame PB frame P frame ﾁ POWER-AWARE VIDEO PLAYBACK ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ51 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 774 ﾁ ﾁ241 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ241 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ2 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 81 7 ﾁ ﾁ ﾁ Decoding time [ms] PB 59 MHz P 59 MHz PB 221 MHz P 221 MHz Frame size [bits] ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ2 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 ﾁ ﾁ ﾁ21 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ21 7 ﾁ6 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ21 7 ﾁ6 ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ ﾀ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ
7 13Average decoding power [mw] MHz 192 MHz Fixed frequency Interval scheduling Power-awareness 2 ms 133 MHz Accumulated missed deadline times [ms] ms ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ241 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 87 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ1 774 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ 1 72 ﾁ ﾁ ﾁ ﾁ 1 74 ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 71 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ11 75 ﾁ ﾁ ﾁ ﾁ121 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾀ ﾁ ﾁ ﾁ21 7 ﾁ1 ﾁ ﾁ ﾁ11 78 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ8 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 47 ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ 41 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ2 7. RELATED WORK ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ｻ ﾁ6 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ1 7 ﾁ ｻ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ11 7 ﾁ ﾁ ﾁ ﾁ241 ﾁ ﾁ ﾁ ﾁ ﾁ7 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ71 7 ﾁ1 774 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ241 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ8 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 71 7 ﾁ ﾁ ｻ ﾁ ｻ ﾁ ﾁ241 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ7 2 ﾁ ﾁ ﾁ11 7 ﾁ ﾁ ﾁ 71 7 ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ241 ﾁ 81 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ｻ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ
8 13 ﾁ ﾁ ﾀ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 87 ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ241 ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ2 ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ｻ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ CONCLUSIONS AND FUTURE WORK ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 ﾁ ﾁ ﾁ ﾁ2 ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ241 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ ﾁ28871 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 ﾁ ﾁ ﾁ251 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 17 ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ241 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ applications drivers applications OS OS OS (a) drivers (b) applications drivers (c) OS applications observers drivers hardware hardware hardware hardware ﾁ ﾁ1 774 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 71 7 ﾁ ﾁ ﾁ1 ﾁ ﾁ1 ﾁ ﾁ ﾁ ﾁ 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ 1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ Acknowledgements ﾁ ﾁ ﾁ1 7 ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ REFERENCES 1 756ｻ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ6 ﾁ11 75 ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ31 71 ﾁ ｻ ﾁ ﾁ (d) 258
9 ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ8 2 9 ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ6 ﾁ11 75 ﾁ ﾁ11 75 ﾁ ﾁ ｻ ﾁ ﾁ11 76 ﾁ ﾁ1 7 ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ1 7 ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ7 ﾁ6 ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ7 ﾁ6 ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ7 ﾁ ﾁ ﾁ ﾁ ｻ ﾁ ﾁ ﾁ
GT-X830
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ScanFront300/300P セットアップガイド
libtiff Copyright (c) 1988-1996 Sam Leffler Copyright (c) 1991-1996 Silicon Graphics, Inc. Permission to use, copy, modify, distribute, and sell this software and its documentation for any purpose is hereby
基本操作ガイド
HT7-0199-000-V.5.0 1. 2. 3. 4. 5. 6. 7. 8. 9. Copyright 2004 CANON INC. ALL RIGHTS RESERVED 1 2 3 1 1 2 3 4 1 2 1 2 3 1 2 3 1 2 3 1 2 3 4 1 2 3 4 1 2 3 4 5 AB AB Step 1 Step
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DS-30
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EPSON ES-D200 パソコンでのスキャンガイド
NPD4271-00 ...4...7 EPSON Scan... 7...11 PDF...12 / EPSON Scan...13 EPSON Scan...13 EPSON Scan...14 EPSON Scan...14 EPSON Scan...15 Epson Event Manager...16 Epson Event Manager...16 Epson Event Manager...16
GT-X980
NPD5061-00 JA ...6...10...10...11...13...15...20...21...21...22 /...23 PDF...27 PDF...31 /...35...38...43...46 EPSON Scan...49...49...49...50 EPSON Scan...51...51...52...52...53 2 Windows...53 Mac OS X...53...53...53...54...56...56...58...59...60...60...61...62...63
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NPD4647-02 JA ...5...7...8 ADF...9... 9 ADF...10...11...13...15 Document Capture Pro Windows...15 EPSON Scan Mac OS X...16 SharePoint Windows...18 Windows...18...19 Windows...19 Mac OS X...19...20...23...23
ScanFront 220/220P 取扱説明書
libtiff Copyright (c) 1988-1996 Sam Leffler Copyright (c) 1991-1996 Silicon Graphics, Inc. Permission to use, copy, modify, distribute, and sell this software and its documentation for any purpose is hereby
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