SlideShare a Scribd company logo
1 of 7
Download to read offline
International Journal of Electrical and Computer Engineering (IJECE)
Vol. 8, No. 4, August 2018, pp. 2595~2601
ISSN: 2088-8708, DOI: 10.11591/ijece.v8i4.pp2595-2601  2595
Journal homepage: http://iaescore.com/journals/index.php/IJECE
Instruction Set Extension of a Low-End Reconfigurable
Microcontroller in Bit-Sorting Implementation
Sani Irwan Md Salim, Yewguan Soo, Sharatul Izah Samsudin
Centre of Telecommunication Research and Innovation, Faculty of Electronic and Computer Engineering,
Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia
Article Info ABSTRACT
Article history:
Received Mar 12, 2018
Revised May 21, 2018
Accepted May 28, 2018
The microcontroller-based system is currently having a tremendous boost
with the revelation of platforms such as the Internet of Things. Low-end
families of microcontroller architecture are still in demand albeit less
technologically advanced due to its better I/O better application and control.
However, there is clearly a lack of computational capability of the low-end
architecture that will affect the pre-processing stage of the received data. The
purpose of this research is to combine the best feature of an 8-bit
microcontroller architecture together with the computationally complex
operations without incurring extra resources. The modules’ integration is
implemented using instruction set architecture (ISA) extension technique and
is developed on the Field Programmable Gate Array (FPGA). Extensive
simulations were performed with the and a comprehensive methodology is
proposed. It was found that the ISA extension from 12-bit to 16-bit has
produced a faster execution time with fewer resource utilization when
implementing the bit-sorting algorithm. The overall development process
used in this research is flexible enough for further investigation either by
extending its module to more complex algorithms or evaluating other designs
of its components.
Keyword:
Instruction Set Extension
Reconfigurable Processor
Bit-Sorting
Copyright © 2018 Institute of Advanced Engineering and Science.
All rights reserved.
Corresponding Author:
Sani Irwan Md Salim,
Centre of Telecommunication Research and Innovation,
Faculty of Electronic and Computer Engineering,
Universiti Teknikal Malaysia Melaka,
Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia.
Email: sani@utem.edu.my
1. INTRODUCTION
Embedded systems are rapidly evolving with numerous applications now are executed on its various
platforms. The embedded system variant has evolved from the traditional PC-based integrated system to
stand-alone and self-sustaining system with equivalent processing power and features compare to the former.
As the system becomes more ubiquitous, the design process for the embedded system hardware must be in
line with its software applications counterpart in order to provide the most streamlined and satisfying
experience for the end-users. To achieve this, the designer must consider several performance parameters that
ultimately lead to the introduction of a cluster of hardware called the reconfigurable system.
The relevance of 8-bit microcontroller has been the subject of intense debate within the computing
community. Many predicted since the 90’s that the decline of the 8-bit microcontroller is imminent and all
applications would be based on 16-bit architecture [1] and later 32-bit architecture [2] with the emergence of
the ARM processor. However, despite all things happened in the world of technology, the 8-bit
microcontrollers are still in demand and being adopted in wide-ranging applications. For example, the
Microchip’s 8-bit device has the ability to maintain functionality with voltage varies from low-level 1.3V to
TTL 5V [3] which is beneficial due to the long sleep-mode required for most of the IoT device. It is
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 8, No. 4, August 2018 : 2595 – 2601
2596
important to note that most of the data processing tasks in an IoT system are executed in the cloud server
while the IoT board only responsible for data acquisition. The IoT board is connected to various sensors and
minimal pre-processing tasks are required before the data are relayed to the cloud server through the internet
connection. As the IoT device transmits its data serially in a protocol, having an optimized 8-bit architecture
would suit the requirement of the IoT board better than the 32-bit architecture, without all the unnecessarily
peripherals that are integrated into the 32-bit architecture.
A soft-core processor is a microprocessor fully described in software which can be synthesized in
programmable hardware, such as FPGAs. Soft-core processors implemented in FPGAs can be easily
customized to the needs of a specific target application. A microprocessor defined in software code usually in
hardware description language (HDL). As the processors are available in programming code, the developers
are able to modify and reuse pre-designed hardware components in the form of intellectual property (IP)
cores. This method would reduce design time at the expense of area and performance penalty.
In general, having a soft-core processor provide several advantages in embedded system
development. Soft-core processors have a higher level of abstraction that makes it easier to understand.
Flexibility is also offered to the developer that enable the core to be edited and changed the parameters.
Notable applications of the soft-core processor are in motor control system [4], pulse width modulation
(PWM) generation [5] and cryptographic algorithm [6]. However, there is very little detail of the
implementation and choices made during the development process i.e. design decisions and performance
trade-off [7], [8]. There is the need to established a methodology that promotes incremental design
improvement for a system that is based on the soft-core processor.
UTeMRISC0 [9, 10] is a softcore processor that is essentially based on the PIC architecture, that is
also the fundamental architecture of several other soft-core processors previously mentioned in this thesis.
The UTeMRISC0 soft-core processor was first introduced in [11] as a part of the experimental setup to
maximise the capability in delivering highest performance achievable by a processor core compared to their
physical IC counterpart. The previous PIC-based soft-core processors are heavily reliant to the MPlab to
compile and generate the processor’s bit file. For UTeMRISC0 processor, a retargetable assembler is
designed exclusively from the ground up to replace the MPlab as the de-facto assembler. In the early phase,
the assembler is designed to match the existing instruction set in the PIC data sheet within a simulated
computer architecture environment called the CPUSim.
One of the prominent paper with regards to the instruction set extension on reconfigurable
processors was published by [12]. The overall target for manipulating the instruction set is to achieve higher
parallelism to the instruction execution. Over the years, different techniques to increase the level of
parallelism have been introduced at instruction level: for instance, techniques such as instruction pipelining,
superscalar execution, out-of-order execution, and register renaming. Parallelism has also been exploited at
other levels: bit-level, data-level, and loop-level parallelism. Although the level of parallelism has been
increased over the years, it is still relatively limited for highly parallelizable applications, which become poor
candidates for implementation of these architectures.
2. RESEARCH METHOD
The instruction set extension technique applied in this research is not necessarily focused on adding
new instructions to the instruction set [13]. It is also could encompass modification to the current instruction,
altering the behavior of the available instruction to perform a command that is totally different from its
original purpose and also omitting the unrelated instructions that are not involved in the specific application.
These customizations are done through manual configuration [14].
Manual extensions involved a degree of human effort to identify and implement the instruction set
extensions. Human ingenuity in the manual creation of custom capabilities creates high-quality results which
within the context of the application’s result. As the design grows more complex and constraint on the time-
to-market requirement, automatic design flow is desirable for the use of these new capabilities. For a large set
of instruction candidates, selection of multiple custom instructions involves complex trade-off and can be
hard to execute manually. However, as this research is focusing on low-end digital signal controller platform,
the custom instructions that are manually identified and created. These instructions are considered sufficient
to perform DSP tasks successfully within the hardware limitation.
2.1. 12-bit ISA to 16-bit ISA
Using the original 12-bit ISA [15] as the reference point, the ISA is extended to become 16-bit in
width that in the end becomes the configured ISA for the UTeMRISC01 microcontroller. The customized
instruction set is created by expanding the available instruction tokens to vacate more space to execute more
data-transfer tasks such as register swapping. Figure 1 shows the instruction format for both the 12-bit ISA
Int J Elec & Comp Eng ISSN: 2088-8708 
Instruction Set Extension of a Low-End Reconfigurable Microcontroller in Bit-Sorting … (Sani Irwan)
2597
and the 16-bit ISA with three different modes; (1) Literal operation, (2) byte-oriented operation with
direction and (3) bit-oriented operations.
The new 16-bit ISA now comprised of 6-bit of the opcode and 10 bits of the operand. The total
number of 16 is chosen as it is byte addressable and could easily accommodate more bits for future
expansion. Opcode bit is set to 6 bits that could stretch the maximum number of instructions to up to 64
instructions. The file register address is extended to 7 bits that enable theoretically up to 128 registers that
can be addressed by each instruction. The literal value maintained at 8-bit of raw data with a 3-bit select bit
to point to any position in the 8-bit data. Finally, the single directional bit is used to indicate the destination
of the data either to the working register or the register that is addressed in the operand. Technically, the
16-bit ISA provide the best setup for the low-end digital signal controller whereby there a lot of room to
exploit in adding new instructions, expanding the number of registers and also offered extra bits for literal
values for precision and sign extended data.
(1)
(2)
(3)
(a) (b)
Figure 1. Conversions from 12-bit ISA in (a) to 16-bit ISA in (b) for all instruction types
Compiler generator or retargetable code generator is used to synthesize code for the particular
applications. Once the instruction set is generated, the retargetable assembler is developed to accommodate
all changes made in the instruction set. The assembler then is responsible to decode and generate the object
code of the program based on the new instruction set [16]-[18].
2.2. Workflow and related tools
Specific tasks and procedures are followed to ensure smooth transactions as well as getting the right
tools. The UTeMRISC01 processor is implemented in the Xilinx ML605 FPGA board and the retargetable
assembler is developed from the ground up using the Visual Basic software by Microsoft. Once
implemented, the performance parameters such as resource utilization and the execution times are obtained
through the synthesis and Post-PAR timing report. Further measurements are also conducted using the logic
analyzer to verify the execution times of the bit-sorting program.
During the early phases of the design, the new instruction is tested and simulated using the CPUSim
software. CPU Sim is a Java application that allows users to design simple computer CPUs at the microcode
level and to run the machine-language or the assembly-language programs on those CPUs through
simulation [19].
The tools used in the hardware implementation phase are exclusively done on Xilinx environment,
including its Integrated Synthesis Environment (ISE) Design Suite. The Xilinx ISE Design Suite is
responsible for the bulk of the work by providing the tools to develop HDL modules in the processor
architecture. The behavioral simulations are completed by using the ISE simulators, also known as ISim,
which its main purpose is to perform functional and timing simulations for Verilog designs. Xilinx ISE will
perform the logic synthesis and design implementation to generate the bit file. Using a software called
iMPACT (integrated with the Xilinx ISE), the bit file is configured and loaded to the FPGA board, in this
case, the ML605 FPGA board).
2.3. Bit-sorting algorithm
There are various methods of sorting, such as interchange or bubble sort, shell sort, bucket sort and
radix interchange sort. Bubble sort is one of the popular methods, although the execution is not very efficient.
The key idea of bubble sort is to take adjacent pairs of elements in the list of data and put them in order by
interchanging their positions when it is necessary. By continuously executing the interchanging operations,
15 14 13 12 11 10 9 8 7 6 5 4 3 2 1 0
(a) x x k k k k k k k k
15 14 13 12 11 10 9 8 7 6 5 4 3 2 1 0
(b) f f f f f f f x x d
direction
15 14 13 12 11 10 9 8 7 6 5 4 3 2 1 0
(c) f f f f f f f b b b
opcode
file register (f)
bit (b)file register (f)
opcode literal (k)
opcode
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 8, No. 4, August 2018 : 2595 – 2601
2598
the data are sorted ascendingly within the data range. Figure 2 shows the step-by-step implementation flow of
the bit sorting algorithm.
Start
Set numbers
to be sorted
Set the starting
address
Compare value with
the adjacent address
Less than?
Set next
number
Swap value and
interchange address
End of entire array?
Re-check each
array value?
End
N
Y
Y
N
Y
N
Figure 2. Flowchart for bit-sorting algorithm
3. RESULTS AND ANALYSIS
Establishing the benchmark of the soft-core processor is vital at this stage. The performance
parameters for the modified architecture are evaluated and compared with the performance of the original
processor architecture. In this case, the 8-bit soft-core processor called UTeMRISC0 resemble greatly to its
packaged-IC counterpart which is the PIC16C57. The UTeMRISC0 will be the starting point for the
architecture expansion and modification.
The instruction set architecture extension is performed on the UTeMRISC0 architecture. Originally,
the ISA consisted of 12-bit and is expanded to become 16-bit. The expansion does not solely involve the
lengthening of the ISA register. It also required further modifications to other modules and registers such as
the instruction decoder module, the ROM module and instruction registers. New opcodes are also assigned to
the instruction set. At this point, the original list of instruction is maintained as per original while a single
new instruction called ‘swapfw’ is created to demonstrate the capability of the architecture in handling and
executing the new instruction. To reflect the major changes being made due to the ISA expansion, the
modified processor now is called UTeMRISC01 [20], [21].
3.1. Instruction set generation
A new instruction is created and called ‘swapfw’ that would take both of its operands as register
address. To optimize the instruction set, the ‘swapfw’ instruction would occupy the space for another
instruction called ‘movf f,1’. Originally, this instruction only functions to transfer data from a register back to
its own address which it impractical unless a certain condition bit is required to be generated. Therefore, the
new ‘swapfw’ instruction is assigned to the previous opcode allocation but now with different function, as
shown in Table 1.
Int J Elec & Comp Eng ISSN: 2088-8708 
Instruction Set Extension of a Low-End Reconfigurable Microcontroller in Bit-Sorting … (Sani Irwan)
2599
Table 1. New Instruction for Bit-Sorting
CPU Sim
Format 16-bit Opcode
Opcode Mnemonics
0B swapfw f 6 7 -3 0010_11ff_ffff_fxxx
3.2. Code synthesis
Referring to Figure 3, the new instruction the is simulated using the CPUSim software with the
UTeMRISC01 architecture is loaded as the main processor execution. The new instruction’s micro-operation
is defined in this process to iterate the sequence of the instruction execution.
Figure 3. Machine instruction editing in CPUSim
3.3. Hardware synthesis
The findings from the code synthesis stage are brought forward to the FPGA implementation by
replicating the instruction execution sequence, this time in Verilog code. The instruction’s opcode and ISA
are updated in the instruction decoder and ALU module. Once the architecture is successfully synthesized
and implemented, the performance parameters are observed and measured using the logic analyzer.
When the UTeMRISC01 architecture is implemented for the bit-sorting program, an increase of
registers and LUTs have been recorded. As the UTeMRISC01 are equipped with the new ISA and an
improved instruction register, the increase in the slice register number is expected, as shown in Table 2.
Further optimization of the ALU module, especially in reducing the redundant instructions also contributed
to a smaller usage of slice LUTs. For the bit sorting program, the new instruction is introduced by
overwriting an unused instruction and this ensures the overhead of resource utilization is kept to a minimum.
The new ‘swap’ instruction only involved register data transfer, which is already embedded in the original
architecture, hence there is no additional hardware is required to execute the instruction.
Table 2. Resource Utilization for Bit-Sorting Program
Parameter
UTeMRISC0
(12-bit ISA)
UTeMRISC01
(16-bit ISA)
Difference
Number of Slice registers 102 119 16.7%
Number of Slice LUTs 457 355 22.3%
Number of LUT Flip Flop pairs used 494 409 17.2%
In terms of execution times, the UTeMRISC01 architecture consistently produced lower execution
times throughout the bit-sorting program implementation. Therefore, the program is ended much quicker, as
shown in Figure 4. By calculations, the UTeMRISC01 architecture could finish executing the same bit-
sorting program faster than the UTeMRSIC0 architecture by 12%. This is clearly due to the lower instruction
cycle, resulted in the introduction of the new swap instruction.
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 8, No. 4, August 2018 : 2595 – 2601
2600
Figure 4. Execution times for bit-sorting program
4. CONCLUSION
In the bit-sorting programs, the number of registers in the UTeMRISC01 is reduced due to several
optimization steps are done to the original UTeMRISC0 architecture. There is no new module added to the
architecture and the new instruction is introduced by occupying the existing instruction slot in the instruction
set. The execution times also improved that makes the program finished earlier. The reduced time is not
because of the less-complexity of the bit-sorting program or the architecture itself but it is due to the
efficiency of the new instruction that replaced the repetitive instruction previously existed in the original
architecture. It is demonstrated here that the adoption of instruction set extension technique on the
UTeMRISC01 architecture has optimized the processor capability in dealing with a more complex task. The
overall development process used in this research is flexible enough for further investigation either by
extending its module or to adopt more complex algorithms in the future. While the focus of this research is to
reduce the execution times and the reduce utilization, power consumption will be considered in the future
iterations of the processor.
ACKNOWLEDGEMENTS
The author would like to thank Universiti Teknikal Malaysia Melaka and Ministry of Higher
Education Malaysia for the financial support through the research grant number PJP / 2016 / FKEKK-CETRI
/ S01496.
REFERENCES
[1] R. Cravotta. (2012, 11 July). One Processor to Rule Them All? Available: http://www.edn.com/design/systems-
design/4398890/One-processor-to-rule-them-all
[2] J. Ganssle. (2012, 2 July). Is 8-bits dying? Available: http://www.embedded.com/electronics-blogs/break-
points/4389890/Is-8-bits-dying-
[3] Microchip, "8-bit PIC® Microcontroller Solutions," Microchip Technology Incorporated 2014.
[4] T. Sutikno, N. R. N. Idris, A. Z. Jidin, and A. Jidin, "A Model of FPGA-based Direct Torque Controller,"
Indonesian Journal of Electrical Engineering and Computer Science, vol. 11, pp. 747-753, 2013.
[5] A. Zemmouri, R. Elgouri, M. Alareqi, M. Benbrahim, and L. Hlou, "Design and Implementation of Pulse Width
Modulation Using Hardware/Software MicroBlaze Soft-Core," International Journal of Power Electronics and
Drive Systems (IJPEDS), vol. 8, pp. 167-175, 2017.
[6] C. Kannan, "NIOS II Based Secure Test Wrapper Design for Testing Cryptographic Algorithms," International
Journal of Reconfigurable and Embedded Systems, vol. 4, 2015.
[7] F. Plavec, B. Fort, Z. G. Vranesic, and S. D. Brown, "Experiences with Soft-Core Processor Design," in IPDPS,
2005, p. 167.2.
[8] F. Plavec, "Soft-core processor design," Master of Applied Science, Graduate Department of Electrical and
Computer Engineering, University of Toronto, 2004.
[9] A. J. Salim, S. I. M. Salim, N. R. Samsudin, and Y. Soo, "Conversion of an 8-bit to a 16-bit Soft-core RISC
Processor," International Journal of Electronics Communication and Computer Technology, vol. 3, pp. 393-397,
2013.
[10] N. R. Samsudin, S. I. M. Salim, and A. J. Salim, "Designing UTeMRISCII Processor for Multiply-Accumulate
Operation," in 3rd International Conference on Engineering and ICT (ICEI2012), 2012, pp. 88-91.
[11] L. E. Yong and A. J. Salim, "Implementation of an 8-bit RISC Microcontroller Chip," in 4th International
Symposium on Broadband Communication, 2010, pp. 1-4.
Int J Elec & Comp Eng ISSN: 2088-8708 
Instruction Set Extension of a Low-End Reconfigurable Microcontroller in Bit-Sorting … (Sani Irwan)
2601
[12] C. Galuzzi and K. Bertels, "The Instruction-Set Extension Problem: A Survey," ACM Trans Reconfigurable
Technol. Syst., vol. 4, pp. 1-28, 2011.
[13] A. J. Salim, S. I. M. Salim, N. R. Samsudin, and Y. Soo, "Instruction Set Extension Through Partial Customization
of Low-End RISC Processor," Australian Journal of Basic and Applied Sciences, vol. 7, pp. 678-687, 2013.
[14] D. Liu, Embedded DSP Processor Design, : Application Specific Instruction Set Processors: Morgan Kaufmann,
2008.
[15] T. Coonan. (1999, 4 January). RISC8 Verilog Core. Available:
http://pldworld.info/_hdl/2/_ip/mindspring/~tcoonan/risc8doc.html
[16] S. I. M. Salim, H. A. Sulaiman, R. Jamaluddin, L. Salahuddin, M. N. S. Zainudin, and A. J. Salim, "Two-pass
assembler design for a reconfigurable RISC processor," in IEEE Conference on Open Systems (ICOS), 2013,
pp. 77-82.
[17] S. I. M. Salim, H. A. Sulaiman, R. Jamaluddin, L. Salehuddin, M. N. S. Zainudin, and S. Yewguan, "Assembler
Design Techniques for A Reconfigurable Soft-Core Processor," Journal of Theoretical and Applied Information
Technology, vol. 64, 2014.
[18] S. I. M. Salim, H. A. Sulaiman, M. N. S. Zainudin, R. Jamaluddin, and L. Salahuddin, "One-pass assembler design
for a low-end reconfigurable RISC processor," in International Symposium onTechnology Management and
Emerging Technologies (ISTMET), 2014, pp. 492-496.
[19] D. Skrien, "CPU Sim 3.1: A Tool for Simulating Computer Architectures for Computer Organization Classes,"
Journal on Educational Resources in Computing (JERIC), vol. 1, pp. 46-59, 2001.
[20] A. J. Salim, N. R. Samsudin, S. I. M. Salim, and S. Yewguan, "Modification of Instruction Set Architecture in a
UTeMRISCII Processor," International Journal of Computer Trends and Technology (IJCTT), vol. 4,
pp. 1196-1201, 2013.
[21] A. J. Salim, N. R. Samsudin, S. I. M. Salim, and S. Yewguan, "Multiply-accumulate instruction set extension in a
soft-core RISC Processor," in 10th IEEE International Conference on Semiconductor Electronics (ICSE), 2012,
pp. 512-516.
BIOGRAPHIES OF AUTHORS
Sani Irwan Md Salim obtained his first degree in B.Eng (Electronic Engineering), from the Universiti
Teknologi Malaysia (UTM), in 2002. Following that, he obtained his M.EngSc (Computer &
Communication) from Queensland University of Technology (QUT), Australia. He is currently
working as senior lecturer in the Computer Engineering Department, Faculty of Electronic and
Computer Engineering, UTeM. His main research area is in reconfigurable computing with interest in
FPGA applications.
Dr Soo Yew Guan joins Universiti Teknikal Malaysia Melaka (UTeM) as academician since 2001.
Currently he is the Senior Lecturer in Microprocessor and Microcontroller Technology in the Faculty
of Electronics and Computer Engineering (FKEKK). As a professional trainer in Embedded System,
he has conducted CAN Bus Communication in in Embedded System training to Western Digital (M)
Sdn Bhd and Internet of Thing (IoT) programs in Faculty. His research interests include Embedded
System and Robotics, particularly on the myo-electric robotic prosthesis and sensory substitution for
amputees. In addition, his is also interested in software development for various mobile platforms
(iOS, Win8 Phone, and Android) and Internet Technologies (Linux, Apache, MySQL, PHP, and
JSON).
Dr Sharatul Izah Samsudin graduated for her his first degree in B.Eng (Electronic Engineering) at
Universiti Sains Malaysia (USM). Following that, she obtained her M.Eng. and PhD from Universiti
Teknologi Malaysia (UTM). She specializes on control system modeling with interest in water quality
control environment and IoT applications. She is currently working as a senior lecturer in the Industrial
Electronic Department, Faculty of Electronic and Computer Engineering, UTeM.

More Related Content

What's hot

AN EFFICIENT HYBRID SCHEDULER USING DYNAMIC SLACK FOR REAL-TIME CRITICAL TASK...
AN EFFICIENT HYBRID SCHEDULER USING DYNAMIC SLACK FOR REAL-TIME CRITICAL TASK...AN EFFICIENT HYBRID SCHEDULER USING DYNAMIC SLACK FOR REAL-TIME CRITICAL TASK...
AN EFFICIENT HYBRID SCHEDULER USING DYNAMIC SLACK FOR REAL-TIME CRITICAL TASK...ijesajournal
 
Introduction to Embedded System I: Chapter 2 (5th portion)
Introduction to Embedded System I: Chapter 2 (5th portion)Introduction to Embedded System I: Chapter 2 (5th portion)
Introduction to Embedded System I: Chapter 2 (5th portion)Moe Moe Myint
 
IRJET- Analysis of Micro Inversion to Improve Fault Tolerance in High Spe...
IRJET-  	  Analysis of Micro Inversion to Improve Fault Tolerance in High Spe...IRJET-  	  Analysis of Micro Inversion to Improve Fault Tolerance in High Spe...
IRJET- Analysis of Micro Inversion to Improve Fault Tolerance in High Spe...IRJET Journal
 
enet-wp002_-en-p
enet-wp002_-en-penet-wp002_-en-p
enet-wp002_-en-pShuo Zhang
 
Spie2006 Paperpdf
Spie2006 PaperpdfSpie2006 Paperpdf
Spie2006 PaperpdfFalascoj
 
System on Chip Based RTC in Power Electronics
System on Chip Based RTC in Power ElectronicsSystem on Chip Based RTC in Power Electronics
System on Chip Based RTC in Power ElectronicsjournalBEEI
 
Ethernet Enabled Digital I/O Control in Embedded Systems
Ethernet Enabled Digital I/O Control in Embedded SystemsEthernet Enabled Digital I/O Control in Embedded Systems
Ethernet Enabled Digital I/O Control in Embedded SystemsIOSR Journals
 
Stable Ethernet TCP/IP Real Time Communication In Industrial Embedded Applica...
Stable Ethernet TCP/IP Real Time Communication In Industrial Embedded Applica...Stable Ethernet TCP/IP Real Time Communication In Industrial Embedded Applica...
Stable Ethernet TCP/IP Real Time Communication In Industrial Embedded Applica...IJRES Journal
 
Avionics Paperdoc
Avionics PaperdocAvionics Paperdoc
Avionics PaperdocFalascoj
 
GSM Based Device Controlling and Fault Detection
GSM Based Device Controlling and Fault DetectionGSM Based Device Controlling and Fault Detection
GSM Based Device Controlling and Fault DetectionIJCERT
 
Chapter 3 Charateristics and Quality Attributes of Embedded System
Chapter 3 Charateristics and Quality Attributes of Embedded SystemChapter 3 Charateristics and Quality Attributes of Embedded System
Chapter 3 Charateristics and Quality Attributes of Embedded SystemMoe Moe Myint
 
Implementation of RISC-Based Architecture for Low power applications
Implementation of RISC-Based Architecture for Low power applicationsImplementation of RISC-Based Architecture for Low power applications
Implementation of RISC-Based Architecture for Low power applicationsIOSR Journals
 
Introduction to Embedded System: Chapter 2 (4th portion)
Introduction to Embedded System:  Chapter 2 (4th portion)Introduction to Embedded System:  Chapter 2 (4th portion)
Introduction to Embedded System: Chapter 2 (4th portion)Moe Moe Myint
 

What's hot (20)

AN EFFICIENT HYBRID SCHEDULER USING DYNAMIC SLACK FOR REAL-TIME CRITICAL TASK...
AN EFFICIENT HYBRID SCHEDULER USING DYNAMIC SLACK FOR REAL-TIME CRITICAL TASK...AN EFFICIENT HYBRID SCHEDULER USING DYNAMIC SLACK FOR REAL-TIME CRITICAL TASK...
AN EFFICIENT HYBRID SCHEDULER USING DYNAMIC SLACK FOR REAL-TIME CRITICAL TASK...
 
ICEIC_2017_20161013
ICEIC_2017_20161013ICEIC_2017_20161013
ICEIC_2017_20161013
 
Introduction to Embedded System I: Chapter 2 (5th portion)
Introduction to Embedded System I: Chapter 2 (5th portion)Introduction to Embedded System I: Chapter 2 (5th portion)
Introduction to Embedded System I: Chapter 2 (5th portion)
 
Beagle board
Beagle boardBeagle board
Beagle board
 
IRJET- Analysis of Micro Inversion to Improve Fault Tolerance in High Spe...
IRJET-  	  Analysis of Micro Inversion to Improve Fault Tolerance in High Spe...IRJET-  	  Analysis of Micro Inversion to Improve Fault Tolerance in High Spe...
IRJET- Analysis of Micro Inversion to Improve Fault Tolerance in High Spe...
 
enet-wp002_-en-p
enet-wp002_-en-penet-wp002_-en-p
enet-wp002_-en-p
 
Spie2006 Paperpdf
Spie2006 PaperpdfSpie2006 Paperpdf
Spie2006 Paperpdf
 
System on Chip Based RTC in Power Electronics
System on Chip Based RTC in Power ElectronicsSystem on Chip Based RTC in Power Electronics
System on Chip Based RTC in Power Electronics
 
Ethernet Enabled Digital I/O Control in Embedded Systems
Ethernet Enabled Digital I/O Control in Embedded SystemsEthernet Enabled Digital I/O Control in Embedded Systems
Ethernet Enabled Digital I/O Control in Embedded Systems
 
Ak4103212215
Ak4103212215Ak4103212215
Ak4103212215
 
Stable Ethernet TCP/IP Real Time Communication In Industrial Embedded Applica...
Stable Ethernet TCP/IP Real Time Communication In Industrial Embedded Applica...Stable Ethernet TCP/IP Real Time Communication In Industrial Embedded Applica...
Stable Ethernet TCP/IP Real Time Communication In Industrial Embedded Applica...
 
Avionics Paperdoc
Avionics PaperdocAvionics Paperdoc
Avionics Paperdoc
 
GSM Based Device Controlling and Fault Detection
GSM Based Device Controlling and Fault DetectionGSM Based Device Controlling and Fault Detection
GSM Based Device Controlling and Fault Detection
 
Chapter 3 Charateristics and Quality Attributes of Embedded System
Chapter 3 Charateristics and Quality Attributes of Embedded SystemChapter 3 Charateristics and Quality Attributes of Embedded System
Chapter 3 Charateristics and Quality Attributes of Embedded System
 
Ig3514391443
Ig3514391443Ig3514391443
Ig3514391443
 
Implementation of RISC-Based Architecture for Low power applications
Implementation of RISC-Based Architecture for Low power applicationsImplementation of RISC-Based Architecture for Low power applications
Implementation of RISC-Based Architecture for Low power applications
 
ATS @SCADA+
ATS @SCADA+ATS @SCADA+
ATS @SCADA+
 
Enea OSE Datasheet
Enea OSE DatasheetEnea OSE Datasheet
Enea OSE Datasheet
 
4213ijsea06
4213ijsea064213ijsea06
4213ijsea06
 
Introduction to Embedded System: Chapter 2 (4th portion)
Introduction to Embedded System:  Chapter 2 (4th portion)Introduction to Embedded System:  Chapter 2 (4th portion)
Introduction to Embedded System: Chapter 2 (4th portion)
 

Similar to Instruction Set Extension of a Low-End Reconfigurable Microcontroller in Bit-Sorting Implementation

IRJET-Design of ARM Based Data Acquisition and Control System for Engine Asse...
IRJET-Design of ARM Based Data Acquisition and Control System for Engine Asse...IRJET-Design of ARM Based Data Acquisition and Control System for Engine Asse...
IRJET-Design of ARM Based Data Acquisition and Control System for Engine Asse...IRJET Journal
 
IRJET- ALPYNE - A Grid Computing Framework
IRJET- ALPYNE - A Grid Computing FrameworkIRJET- ALPYNE - A Grid Computing Framework
IRJET- ALPYNE - A Grid Computing FrameworkIRJET Journal
 
Implementation of linux based uart device driver
Implementation of linux based uart device driverImplementation of linux based uart device driver
Implementation of linux based uart device drivereSAT Publishing House
 
An octa core processor with shared memory and message-passing
An octa core processor with shared memory and message-passingAn octa core processor with shared memory and message-passing
An octa core processor with shared memory and message-passingeSAT Journals
 
Fpga based 128 bit customised vliw processor for executing dual scalarvector ...
Fpga based 128 bit customised vliw processor for executing dual scalarvector ...Fpga based 128 bit customised vliw processor for executing dual scalarvector ...
Fpga based 128 bit customised vliw processor for executing dual scalarvector ...eSAT Publishing House
 
Performance of State-of-the-Art Cryptography on ARM-based Microprocessors
Performance of State-of-the-Art Cryptography on ARM-based MicroprocessorsPerformance of State-of-the-Art Cryptography on ARM-based Microprocessors
Performance of State-of-the-Art Cryptography on ARM-based MicroprocessorsHannes Tschofenig
 
Software defined network based firewall technique
Software defined network based firewall techniqueSoftware defined network based firewall technique
Software defined network based firewall techniqueIAEME Publication
 
Software defined network based firewall technique
Software defined network based firewall techniqueSoftware defined network based firewall technique
Software defined network based firewall techniqueIAEME Publication
 
Software defined network based firewall technique
Software defined network based firewall techniqueSoftware defined network based firewall technique
Software defined network based firewall techniqueIAEME Publication
 
Co question bank LAKSHMAIAH
Co question bank LAKSHMAIAH Co question bank LAKSHMAIAH
Co question bank LAKSHMAIAH veena babu
 
Casp report
Casp reportCasp report
Casp reportqudhuqdh
 
Effect on Substation Engineering Costs of IEC61850 & System Configuration Tools
Effect on Substation Engineering Costs of IEC61850 & System Configuration ToolsEffect on Substation Engineering Costs of IEC61850 & System Configuration Tools
Effect on Substation Engineering Costs of IEC61850 & System Configuration ToolsSchneider Electric
 
Remote temperature and humidity monitoring system using wireless sensor networks
Remote temperature and humidity monitoring system using wireless sensor networksRemote temperature and humidity monitoring system using wireless sensor networks
Remote temperature and humidity monitoring system using wireless sensor networkseSAT Journals
 
Design and implementation of microcontroller in fpga for io t
Design and implementation of microcontroller in fpga for io tDesign and implementation of microcontroller in fpga for io t
Design and implementation of microcontroller in fpga for io tIJARIIT
 
UNIT 1 SONCA.pptx
UNIT 1 SONCA.pptxUNIT 1 SONCA.pptx
UNIT 1 SONCA.pptxmohan134666
 
Run-Time Adaptive Processor Allocation of Self-Configurable Intel IXP2400 Net...
Run-Time Adaptive Processor Allocation of Self-Configurable Intel IXP2400 Net...Run-Time Adaptive Processor Allocation of Self-Configurable Intel IXP2400 Net...
Run-Time Adaptive Processor Allocation of Self-Configurable Intel IXP2400 Net...CSCJournals
 
Design of a low power processor for Embedded system applications
Design of a low power processor for Embedded system applicationsDesign of a low power processor for Embedded system applications
Design of a low power processor for Embedded system applicationsROHIT89352
 

Similar to Instruction Set Extension of a Low-End Reconfigurable Microcontroller in Bit-Sorting Implementation (20)

IRJET-Design of ARM Based Data Acquisition and Control System for Engine Asse...
IRJET-Design of ARM Based Data Acquisition and Control System for Engine Asse...IRJET-Design of ARM Based Data Acquisition and Control System for Engine Asse...
IRJET-Design of ARM Based Data Acquisition and Control System for Engine Asse...
 
IRJET- ALPYNE - A Grid Computing Framework
IRJET- ALPYNE - A Grid Computing FrameworkIRJET- ALPYNE - A Grid Computing Framework
IRJET- ALPYNE - A Grid Computing Framework
 
Implementation of linux based uart device driver
Implementation of linux based uart device driverImplementation of linux based uart device driver
Implementation of linux based uart device driver
 
En35793797
En35793797En35793797
En35793797
 
An octa core processor with shared memory and message-passing
An octa core processor with shared memory and message-passingAn octa core processor with shared memory and message-passing
An octa core processor with shared memory and message-passing
 
Fpga based 128 bit customised vliw processor for executing dual scalarvector ...
Fpga based 128 bit customised vliw processor for executing dual scalarvector ...Fpga based 128 bit customised vliw processor for executing dual scalarvector ...
Fpga based 128 bit customised vliw processor for executing dual scalarvector ...
 
Performance of State-of-the-Art Cryptography on ARM-based Microprocessors
Performance of State-of-the-Art Cryptography on ARM-based MicroprocessorsPerformance of State-of-the-Art Cryptography on ARM-based Microprocessors
Performance of State-of-the-Art Cryptography on ARM-based Microprocessors
 
Software defined network based firewall technique
Software defined network based firewall techniqueSoftware defined network based firewall technique
Software defined network based firewall technique
 
Software defined network based firewall technique
Software defined network based firewall techniqueSoftware defined network based firewall technique
Software defined network based firewall technique
 
Software defined network based firewall technique
Software defined network based firewall techniqueSoftware defined network based firewall technique
Software defined network based firewall technique
 
Co question bank LAKSHMAIAH
Co question bank LAKSHMAIAH Co question bank LAKSHMAIAH
Co question bank LAKSHMAIAH
 
Casp report
Casp reportCasp report
Casp report
 
Proposal of a reliable embedded circuit to control a stepper motor using mic...
Proposal of a reliable embedded circuit to control a stepper  motor using mic...Proposal of a reliable embedded circuit to control a stepper  motor using mic...
Proposal of a reliable embedded circuit to control a stepper motor using mic...
 
Effect on Substation Engineering Costs of IEC61850 & System Configuration Tools
Effect on Substation Engineering Costs of IEC61850 & System Configuration ToolsEffect on Substation Engineering Costs of IEC61850 & System Configuration Tools
Effect on Substation Engineering Costs of IEC61850 & System Configuration Tools
 
Remote temperature and humidity monitoring system using wireless sensor networks
Remote temperature and humidity monitoring system using wireless sensor networksRemote temperature and humidity monitoring system using wireless sensor networks
Remote temperature and humidity monitoring system using wireless sensor networks
 
Design and implementation of microcontroller in fpga for io t
Design and implementation of microcontroller in fpga for io tDesign and implementation of microcontroller in fpga for io t
Design and implementation of microcontroller in fpga for io t
 
THESIS.pptx
THESIS.pptxTHESIS.pptx
THESIS.pptx
 
UNIT 1 SONCA.pptx
UNIT 1 SONCA.pptxUNIT 1 SONCA.pptx
UNIT 1 SONCA.pptx
 
Run-Time Adaptive Processor Allocation of Self-Configurable Intel IXP2400 Net...
Run-Time Adaptive Processor Allocation of Self-Configurable Intel IXP2400 Net...Run-Time Adaptive Processor Allocation of Self-Configurable Intel IXP2400 Net...
Run-Time Adaptive Processor Allocation of Self-Configurable Intel IXP2400 Net...
 
Design of a low power processor for Embedded system applications
Design of a low power processor for Embedded system applicationsDesign of a low power processor for Embedded system applications
Design of a low power processor for Embedded system applications
 

More from IJECEIAES

Remote field-programmable gate array laboratory for signal acquisition and de...
Remote field-programmable gate array laboratory for signal acquisition and de...Remote field-programmable gate array laboratory for signal acquisition and de...
Remote field-programmable gate array laboratory for signal acquisition and de...IJECEIAES
 
Detecting and resolving feature envy through automated machine learning and m...
Detecting and resolving feature envy through automated machine learning and m...Detecting and resolving feature envy through automated machine learning and m...
Detecting and resolving feature envy through automated machine learning and m...IJECEIAES
 
Smart monitoring technique for solar cell systems using internet of things ba...
Smart monitoring technique for solar cell systems using internet of things ba...Smart monitoring technique for solar cell systems using internet of things ba...
Smart monitoring technique for solar cell systems using internet of things ba...IJECEIAES
 
An efficient security framework for intrusion detection and prevention in int...
An efficient security framework for intrusion detection and prevention in int...An efficient security framework for intrusion detection and prevention in int...
An efficient security framework for intrusion detection and prevention in int...IJECEIAES
 
Developing a smart system for infant incubators using the internet of things ...
Developing a smart system for infant incubators using the internet of things ...Developing a smart system for infant incubators using the internet of things ...
Developing a smart system for infant incubators using the internet of things ...IJECEIAES
 
A review on internet of things-based stingless bee's honey production with im...
A review on internet of things-based stingless bee's honey production with im...A review on internet of things-based stingless bee's honey production with im...
A review on internet of things-based stingless bee's honey production with im...IJECEIAES
 
A trust based secure access control using authentication mechanism for intero...
A trust based secure access control using authentication mechanism for intero...A trust based secure access control using authentication mechanism for intero...
A trust based secure access control using authentication mechanism for intero...IJECEIAES
 
Fuzzy linear programming with the intuitionistic polygonal fuzzy numbers
Fuzzy linear programming with the intuitionistic polygonal fuzzy numbersFuzzy linear programming with the intuitionistic polygonal fuzzy numbers
Fuzzy linear programming with the intuitionistic polygonal fuzzy numbersIJECEIAES
 
The performance of artificial intelligence in prostate magnetic resonance im...
The performance of artificial intelligence in prostate  magnetic resonance im...The performance of artificial intelligence in prostate  magnetic resonance im...
The performance of artificial intelligence in prostate magnetic resonance im...IJECEIAES
 
Seizure stage detection of epileptic seizure using convolutional neural networks
Seizure stage detection of epileptic seizure using convolutional neural networksSeizure stage detection of epileptic seizure using convolutional neural networks
Seizure stage detection of epileptic seizure using convolutional neural networksIJECEIAES
 
Analysis of driving style using self-organizing maps to analyze driver behavior
Analysis of driving style using self-organizing maps to analyze driver behaviorAnalysis of driving style using self-organizing maps to analyze driver behavior
Analysis of driving style using self-organizing maps to analyze driver behaviorIJECEIAES
 
Hyperspectral object classification using hybrid spectral-spatial fusion and ...
Hyperspectral object classification using hybrid spectral-spatial fusion and ...Hyperspectral object classification using hybrid spectral-spatial fusion and ...
Hyperspectral object classification using hybrid spectral-spatial fusion and ...IJECEIAES
 
Fuzzy logic method-based stress detector with blood pressure and body tempera...
Fuzzy logic method-based stress detector with blood pressure and body tempera...Fuzzy logic method-based stress detector with blood pressure and body tempera...
Fuzzy logic method-based stress detector with blood pressure and body tempera...IJECEIAES
 
SADCNN-ORBM: a hybrid deep learning model based citrus disease detection and ...
SADCNN-ORBM: a hybrid deep learning model based citrus disease detection and ...SADCNN-ORBM: a hybrid deep learning model based citrus disease detection and ...
SADCNN-ORBM: a hybrid deep learning model based citrus disease detection and ...IJECEIAES
 
Performance enhancement of machine learning algorithm for breast cancer diagn...
Performance enhancement of machine learning algorithm for breast cancer diagn...Performance enhancement of machine learning algorithm for breast cancer diagn...
Performance enhancement of machine learning algorithm for breast cancer diagn...IJECEIAES
 
A deep learning framework for accurate diagnosis of colorectal cancer using h...
A deep learning framework for accurate diagnosis of colorectal cancer using h...A deep learning framework for accurate diagnosis of colorectal cancer using h...
A deep learning framework for accurate diagnosis of colorectal cancer using h...IJECEIAES
 
Swarm flip-crossover algorithm: a new swarm-based metaheuristic enriched with...
Swarm flip-crossover algorithm: a new swarm-based metaheuristic enriched with...Swarm flip-crossover algorithm: a new swarm-based metaheuristic enriched with...
Swarm flip-crossover algorithm: a new swarm-based metaheuristic enriched with...IJECEIAES
 
Predicting churn with filter-based techniques and deep learning
Predicting churn with filter-based techniques and deep learningPredicting churn with filter-based techniques and deep learning
Predicting churn with filter-based techniques and deep learningIJECEIAES
 
Taxi-out time prediction at Mohammed V Casablanca Airport
Taxi-out time prediction at Mohammed V Casablanca AirportTaxi-out time prediction at Mohammed V Casablanca Airport
Taxi-out time prediction at Mohammed V Casablanca AirportIJECEIAES
 
Automatic customer review summarization using deep learningbased hybrid senti...
Automatic customer review summarization using deep learningbased hybrid senti...Automatic customer review summarization using deep learningbased hybrid senti...
Automatic customer review summarization using deep learningbased hybrid senti...IJECEIAES
 

More from IJECEIAES (20)

Remote field-programmable gate array laboratory for signal acquisition and de...
Remote field-programmable gate array laboratory for signal acquisition and de...Remote field-programmable gate array laboratory for signal acquisition and de...
Remote field-programmable gate array laboratory for signal acquisition and de...
 
Detecting and resolving feature envy through automated machine learning and m...
Detecting and resolving feature envy through automated machine learning and m...Detecting and resolving feature envy through automated machine learning and m...
Detecting and resolving feature envy through automated machine learning and m...
 
Smart monitoring technique for solar cell systems using internet of things ba...
Smart monitoring technique for solar cell systems using internet of things ba...Smart monitoring technique for solar cell systems using internet of things ba...
Smart monitoring technique for solar cell systems using internet of things ba...
 
An efficient security framework for intrusion detection and prevention in int...
An efficient security framework for intrusion detection and prevention in int...An efficient security framework for intrusion detection and prevention in int...
An efficient security framework for intrusion detection and prevention in int...
 
Developing a smart system for infant incubators using the internet of things ...
Developing a smart system for infant incubators using the internet of things ...Developing a smart system for infant incubators using the internet of things ...
Developing a smart system for infant incubators using the internet of things ...
 
A review on internet of things-based stingless bee's honey production with im...
A review on internet of things-based stingless bee's honey production with im...A review on internet of things-based stingless bee's honey production with im...
A review on internet of things-based stingless bee's honey production with im...
 
A trust based secure access control using authentication mechanism for intero...
A trust based secure access control using authentication mechanism for intero...A trust based secure access control using authentication mechanism for intero...
A trust based secure access control using authentication mechanism for intero...
 
Fuzzy linear programming with the intuitionistic polygonal fuzzy numbers
Fuzzy linear programming with the intuitionistic polygonal fuzzy numbersFuzzy linear programming with the intuitionistic polygonal fuzzy numbers
Fuzzy linear programming with the intuitionistic polygonal fuzzy numbers
 
The performance of artificial intelligence in prostate magnetic resonance im...
The performance of artificial intelligence in prostate  magnetic resonance im...The performance of artificial intelligence in prostate  magnetic resonance im...
The performance of artificial intelligence in prostate magnetic resonance im...
 
Seizure stage detection of epileptic seizure using convolutional neural networks
Seizure stage detection of epileptic seizure using convolutional neural networksSeizure stage detection of epileptic seizure using convolutional neural networks
Seizure stage detection of epileptic seizure using convolutional neural networks
 
Analysis of driving style using self-organizing maps to analyze driver behavior
Analysis of driving style using self-organizing maps to analyze driver behaviorAnalysis of driving style using self-organizing maps to analyze driver behavior
Analysis of driving style using self-organizing maps to analyze driver behavior
 
Hyperspectral object classification using hybrid spectral-spatial fusion and ...
Hyperspectral object classification using hybrid spectral-spatial fusion and ...Hyperspectral object classification using hybrid spectral-spatial fusion and ...
Hyperspectral object classification using hybrid spectral-spatial fusion and ...
 
Fuzzy logic method-based stress detector with blood pressure and body tempera...
Fuzzy logic method-based stress detector with blood pressure and body tempera...Fuzzy logic method-based stress detector with blood pressure and body tempera...
Fuzzy logic method-based stress detector with blood pressure and body tempera...
 
SADCNN-ORBM: a hybrid deep learning model based citrus disease detection and ...
SADCNN-ORBM: a hybrid deep learning model based citrus disease detection and ...SADCNN-ORBM: a hybrid deep learning model based citrus disease detection and ...
SADCNN-ORBM: a hybrid deep learning model based citrus disease detection and ...
 
Performance enhancement of machine learning algorithm for breast cancer diagn...
Performance enhancement of machine learning algorithm for breast cancer diagn...Performance enhancement of machine learning algorithm for breast cancer diagn...
Performance enhancement of machine learning algorithm for breast cancer diagn...
 
A deep learning framework for accurate diagnosis of colorectal cancer using h...
A deep learning framework for accurate diagnosis of colorectal cancer using h...A deep learning framework for accurate diagnosis of colorectal cancer using h...
A deep learning framework for accurate diagnosis of colorectal cancer using h...
 
Swarm flip-crossover algorithm: a new swarm-based metaheuristic enriched with...
Swarm flip-crossover algorithm: a new swarm-based metaheuristic enriched with...Swarm flip-crossover algorithm: a new swarm-based metaheuristic enriched with...
Swarm flip-crossover algorithm: a new swarm-based metaheuristic enriched with...
 
Predicting churn with filter-based techniques and deep learning
Predicting churn with filter-based techniques and deep learningPredicting churn with filter-based techniques and deep learning
Predicting churn with filter-based techniques and deep learning
 
Taxi-out time prediction at Mohammed V Casablanca Airport
Taxi-out time prediction at Mohammed V Casablanca AirportTaxi-out time prediction at Mohammed V Casablanca Airport
Taxi-out time prediction at Mohammed V Casablanca Airport
 
Automatic customer review summarization using deep learningbased hybrid senti...
Automatic customer review summarization using deep learningbased hybrid senti...Automatic customer review summarization using deep learningbased hybrid senti...
Automatic customer review summarization using deep learningbased hybrid senti...
 

Recently uploaded

Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwait
Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills KuwaitKuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwait
Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwaitjaanualu31
 
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
COST-EFFETIVE  and Energy Efficient BUILDINGS ptxCOST-EFFETIVE  and Energy Efficient BUILDINGS ptx
COST-EFFETIVE and Energy Efficient BUILDINGS ptxJIT KUMAR GUPTA
 
Electromagnetic relays used for power system .pptx
Electromagnetic relays used for power system .pptxElectromagnetic relays used for power system .pptx
Electromagnetic relays used for power system .pptxNANDHAKUMARA10
 
Online food ordering system project report.pdf
Online food ordering system project report.pdfOnline food ordering system project report.pdf
Online food ordering system project report.pdfKamal Acharya
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXssuser89054b
 
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...drmkjayanthikannan
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsvanyagupta248
 
Hostel management system project report..pdf
Hostel management system project report..pdfHostel management system project report..pdf
Hostel management system project report..pdfKamal Acharya
 
Introduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdfIntroduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdfsumitt6_25730773
 
Employee leave management system project.
Employee leave management system project.Employee leave management system project.
Employee leave management system project.Kamal Acharya
 
PE 459 LECTURE 2- natural gas basic concepts and properties
PE 459 LECTURE 2- natural gas basic concepts and propertiesPE 459 LECTURE 2- natural gas basic concepts and properties
PE 459 LECTURE 2- natural gas basic concepts and propertiessarkmank1
 
Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...
Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...
Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...ssuserdfc773
 
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKARHAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKARKOUSTAV SARKAR
 
Theory of Time 2024 (Universal Theory for Everything)
Theory of Time 2024 (Universal Theory for Everything)Theory of Time 2024 (Universal Theory for Everything)
Theory of Time 2024 (Universal Theory for Everything)Ramkumar k
 
Basic Electronics for diploma students as per technical education Kerala Syll...
Basic Electronics for diploma students as per technical education Kerala Syll...Basic Electronics for diploma students as per technical education Kerala Syll...
Basic Electronics for diploma students as per technical education Kerala Syll...ppkakm
 
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...HenryBriggs2
 
Computer Graphics Introduction To Curves
Computer Graphics Introduction To CurvesComputer Graphics Introduction To Curves
Computer Graphics Introduction To CurvesChandrakantDivate1
 
Worksharing and 3D Modeling with Revit.pptx
Worksharing and 3D Modeling with Revit.pptxWorksharing and 3D Modeling with Revit.pptx
Worksharing and 3D Modeling with Revit.pptxMustafa Ahmed
 

Recently uploaded (20)

Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwait
Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills KuwaitKuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwait
Kuwait City MTP kit ((+919101817206)) Buy Abortion Pills Kuwait
 
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
COST-EFFETIVE  and Energy Efficient BUILDINGS ptxCOST-EFFETIVE  and Energy Efficient BUILDINGS ptx
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
 
Electromagnetic relays used for power system .pptx
Electromagnetic relays used for power system .pptxElectromagnetic relays used for power system .pptx
Electromagnetic relays used for power system .pptx
 
Online food ordering system project report.pdf
Online food ordering system project report.pdfOnline food ordering system project report.pdf
Online food ordering system project report.pdf
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
 
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
Unit 4_Part 1 CSE2001 Exception Handling and Function Template and Class Temp...
 
Integrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - NeometrixIntegrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - Neometrix
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech students
 
Hostel management system project report..pdf
Hostel management system project report..pdfHostel management system project report..pdf
Hostel management system project report..pdf
 
Introduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdfIntroduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdf
 
Employee leave management system project.
Employee leave management system project.Employee leave management system project.
Employee leave management system project.
 
PE 459 LECTURE 2- natural gas basic concepts and properties
PE 459 LECTURE 2- natural gas basic concepts and propertiesPE 459 LECTURE 2- natural gas basic concepts and properties
PE 459 LECTURE 2- natural gas basic concepts and properties
 
Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...
Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...
Convergence of Robotics and Gen AI offers excellent opportunities for Entrepr...
 
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKARHAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
HAND TOOLS USED AT ELECTRONICS WORK PRESENTED BY KOUSTAV SARKAR
 
Theory of Time 2024 (Universal Theory for Everything)
Theory of Time 2024 (Universal Theory for Everything)Theory of Time 2024 (Universal Theory for Everything)
Theory of Time 2024 (Universal Theory for Everything)
 
Basic Electronics for diploma students as per technical education Kerala Syll...
Basic Electronics for diploma students as per technical education Kerala Syll...Basic Electronics for diploma students as per technical education Kerala Syll...
Basic Electronics for diploma students as per technical education Kerala Syll...
 
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
 
Signal Processing and Linear System Analysis
Signal Processing and Linear System AnalysisSignal Processing and Linear System Analysis
Signal Processing and Linear System Analysis
 
Computer Graphics Introduction To Curves
Computer Graphics Introduction To CurvesComputer Graphics Introduction To Curves
Computer Graphics Introduction To Curves
 
Worksharing and 3D Modeling with Revit.pptx
Worksharing and 3D Modeling with Revit.pptxWorksharing and 3D Modeling with Revit.pptx
Worksharing and 3D Modeling with Revit.pptx
 

Instruction Set Extension of a Low-End Reconfigurable Microcontroller in Bit-Sorting Implementation

  • 1. International Journal of Electrical and Computer Engineering (IJECE) Vol. 8, No. 4, August 2018, pp. 2595~2601 ISSN: 2088-8708, DOI: 10.11591/ijece.v8i4.pp2595-2601  2595 Journal homepage: http://iaescore.com/journals/index.php/IJECE Instruction Set Extension of a Low-End Reconfigurable Microcontroller in Bit-Sorting Implementation Sani Irwan Md Salim, Yewguan Soo, Sharatul Izah Samsudin Centre of Telecommunication Research and Innovation, Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia Article Info ABSTRACT Article history: Received Mar 12, 2018 Revised May 21, 2018 Accepted May 28, 2018 The microcontroller-based system is currently having a tremendous boost with the revelation of platforms such as the Internet of Things. Low-end families of microcontroller architecture are still in demand albeit less technologically advanced due to its better I/O better application and control. However, there is clearly a lack of computational capability of the low-end architecture that will affect the pre-processing stage of the received data. The purpose of this research is to combine the best feature of an 8-bit microcontroller architecture together with the computationally complex operations without incurring extra resources. The modules’ integration is implemented using instruction set architecture (ISA) extension technique and is developed on the Field Programmable Gate Array (FPGA). Extensive simulations were performed with the and a comprehensive methodology is proposed. It was found that the ISA extension from 12-bit to 16-bit has produced a faster execution time with fewer resource utilization when implementing the bit-sorting algorithm. The overall development process used in this research is flexible enough for further investigation either by extending its module to more complex algorithms or evaluating other designs of its components. Keyword: Instruction Set Extension Reconfigurable Processor Bit-Sorting Copyright © 2018 Institute of Advanced Engineering and Science. All rights reserved. Corresponding Author: Sani Irwan Md Salim, Centre of Telecommunication Research and Innovation, Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia. Email: sani@utem.edu.my 1. INTRODUCTION Embedded systems are rapidly evolving with numerous applications now are executed on its various platforms. The embedded system variant has evolved from the traditional PC-based integrated system to stand-alone and self-sustaining system with equivalent processing power and features compare to the former. As the system becomes more ubiquitous, the design process for the embedded system hardware must be in line with its software applications counterpart in order to provide the most streamlined and satisfying experience for the end-users. To achieve this, the designer must consider several performance parameters that ultimately lead to the introduction of a cluster of hardware called the reconfigurable system. The relevance of 8-bit microcontroller has been the subject of intense debate within the computing community. Many predicted since the 90’s that the decline of the 8-bit microcontroller is imminent and all applications would be based on 16-bit architecture [1] and later 32-bit architecture [2] with the emergence of the ARM processor. However, despite all things happened in the world of technology, the 8-bit microcontrollers are still in demand and being adopted in wide-ranging applications. For example, the Microchip’s 8-bit device has the ability to maintain functionality with voltage varies from low-level 1.3V to TTL 5V [3] which is beneficial due to the long sleep-mode required for most of the IoT device. It is
  • 2.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 8, No. 4, August 2018 : 2595 – 2601 2596 important to note that most of the data processing tasks in an IoT system are executed in the cloud server while the IoT board only responsible for data acquisition. The IoT board is connected to various sensors and minimal pre-processing tasks are required before the data are relayed to the cloud server through the internet connection. As the IoT device transmits its data serially in a protocol, having an optimized 8-bit architecture would suit the requirement of the IoT board better than the 32-bit architecture, without all the unnecessarily peripherals that are integrated into the 32-bit architecture. A soft-core processor is a microprocessor fully described in software which can be synthesized in programmable hardware, such as FPGAs. Soft-core processors implemented in FPGAs can be easily customized to the needs of a specific target application. A microprocessor defined in software code usually in hardware description language (HDL). As the processors are available in programming code, the developers are able to modify and reuse pre-designed hardware components in the form of intellectual property (IP) cores. This method would reduce design time at the expense of area and performance penalty. In general, having a soft-core processor provide several advantages in embedded system development. Soft-core processors have a higher level of abstraction that makes it easier to understand. Flexibility is also offered to the developer that enable the core to be edited and changed the parameters. Notable applications of the soft-core processor are in motor control system [4], pulse width modulation (PWM) generation [5] and cryptographic algorithm [6]. However, there is very little detail of the implementation and choices made during the development process i.e. design decisions and performance trade-off [7], [8]. There is the need to established a methodology that promotes incremental design improvement for a system that is based on the soft-core processor. UTeMRISC0 [9, 10] is a softcore processor that is essentially based on the PIC architecture, that is also the fundamental architecture of several other soft-core processors previously mentioned in this thesis. The UTeMRISC0 soft-core processor was first introduced in [11] as a part of the experimental setup to maximise the capability in delivering highest performance achievable by a processor core compared to their physical IC counterpart. The previous PIC-based soft-core processors are heavily reliant to the MPlab to compile and generate the processor’s bit file. For UTeMRISC0 processor, a retargetable assembler is designed exclusively from the ground up to replace the MPlab as the de-facto assembler. In the early phase, the assembler is designed to match the existing instruction set in the PIC data sheet within a simulated computer architecture environment called the CPUSim. One of the prominent paper with regards to the instruction set extension on reconfigurable processors was published by [12]. The overall target for manipulating the instruction set is to achieve higher parallelism to the instruction execution. Over the years, different techniques to increase the level of parallelism have been introduced at instruction level: for instance, techniques such as instruction pipelining, superscalar execution, out-of-order execution, and register renaming. Parallelism has also been exploited at other levels: bit-level, data-level, and loop-level parallelism. Although the level of parallelism has been increased over the years, it is still relatively limited for highly parallelizable applications, which become poor candidates for implementation of these architectures. 2. RESEARCH METHOD The instruction set extension technique applied in this research is not necessarily focused on adding new instructions to the instruction set [13]. It is also could encompass modification to the current instruction, altering the behavior of the available instruction to perform a command that is totally different from its original purpose and also omitting the unrelated instructions that are not involved in the specific application. These customizations are done through manual configuration [14]. Manual extensions involved a degree of human effort to identify and implement the instruction set extensions. Human ingenuity in the manual creation of custom capabilities creates high-quality results which within the context of the application’s result. As the design grows more complex and constraint on the time- to-market requirement, automatic design flow is desirable for the use of these new capabilities. For a large set of instruction candidates, selection of multiple custom instructions involves complex trade-off and can be hard to execute manually. However, as this research is focusing on low-end digital signal controller platform, the custom instructions that are manually identified and created. These instructions are considered sufficient to perform DSP tasks successfully within the hardware limitation. 2.1. 12-bit ISA to 16-bit ISA Using the original 12-bit ISA [15] as the reference point, the ISA is extended to become 16-bit in width that in the end becomes the configured ISA for the UTeMRISC01 microcontroller. The customized instruction set is created by expanding the available instruction tokens to vacate more space to execute more data-transfer tasks such as register swapping. Figure 1 shows the instruction format for both the 12-bit ISA
  • 3. Int J Elec & Comp Eng ISSN: 2088-8708  Instruction Set Extension of a Low-End Reconfigurable Microcontroller in Bit-Sorting … (Sani Irwan) 2597 and the 16-bit ISA with three different modes; (1) Literal operation, (2) byte-oriented operation with direction and (3) bit-oriented operations. The new 16-bit ISA now comprised of 6-bit of the opcode and 10 bits of the operand. The total number of 16 is chosen as it is byte addressable and could easily accommodate more bits for future expansion. Opcode bit is set to 6 bits that could stretch the maximum number of instructions to up to 64 instructions. The file register address is extended to 7 bits that enable theoretically up to 128 registers that can be addressed by each instruction. The literal value maintained at 8-bit of raw data with a 3-bit select bit to point to any position in the 8-bit data. Finally, the single directional bit is used to indicate the destination of the data either to the working register or the register that is addressed in the operand. Technically, the 16-bit ISA provide the best setup for the low-end digital signal controller whereby there a lot of room to exploit in adding new instructions, expanding the number of registers and also offered extra bits for literal values for precision and sign extended data. (1) (2) (3) (a) (b) Figure 1. Conversions from 12-bit ISA in (a) to 16-bit ISA in (b) for all instruction types Compiler generator or retargetable code generator is used to synthesize code for the particular applications. Once the instruction set is generated, the retargetable assembler is developed to accommodate all changes made in the instruction set. The assembler then is responsible to decode and generate the object code of the program based on the new instruction set [16]-[18]. 2.2. Workflow and related tools Specific tasks and procedures are followed to ensure smooth transactions as well as getting the right tools. The UTeMRISC01 processor is implemented in the Xilinx ML605 FPGA board and the retargetable assembler is developed from the ground up using the Visual Basic software by Microsoft. Once implemented, the performance parameters such as resource utilization and the execution times are obtained through the synthesis and Post-PAR timing report. Further measurements are also conducted using the logic analyzer to verify the execution times of the bit-sorting program. During the early phases of the design, the new instruction is tested and simulated using the CPUSim software. CPU Sim is a Java application that allows users to design simple computer CPUs at the microcode level and to run the machine-language or the assembly-language programs on those CPUs through simulation [19]. The tools used in the hardware implementation phase are exclusively done on Xilinx environment, including its Integrated Synthesis Environment (ISE) Design Suite. The Xilinx ISE Design Suite is responsible for the bulk of the work by providing the tools to develop HDL modules in the processor architecture. The behavioral simulations are completed by using the ISE simulators, also known as ISim, which its main purpose is to perform functional and timing simulations for Verilog designs. Xilinx ISE will perform the logic synthesis and design implementation to generate the bit file. Using a software called iMPACT (integrated with the Xilinx ISE), the bit file is configured and loaded to the FPGA board, in this case, the ML605 FPGA board). 2.3. Bit-sorting algorithm There are various methods of sorting, such as interchange or bubble sort, shell sort, bucket sort and radix interchange sort. Bubble sort is one of the popular methods, although the execution is not very efficient. The key idea of bubble sort is to take adjacent pairs of elements in the list of data and put them in order by interchanging their positions when it is necessary. By continuously executing the interchanging operations, 15 14 13 12 11 10 9 8 7 6 5 4 3 2 1 0 (a) x x k k k k k k k k 15 14 13 12 11 10 9 8 7 6 5 4 3 2 1 0 (b) f f f f f f f x x d direction 15 14 13 12 11 10 9 8 7 6 5 4 3 2 1 0 (c) f f f f f f f b b b opcode file register (f) bit (b)file register (f) opcode literal (k) opcode
  • 4.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 8, No. 4, August 2018 : 2595 – 2601 2598 the data are sorted ascendingly within the data range. Figure 2 shows the step-by-step implementation flow of the bit sorting algorithm. Start Set numbers to be sorted Set the starting address Compare value with the adjacent address Less than? Set next number Swap value and interchange address End of entire array? Re-check each array value? End N Y Y N Y N Figure 2. Flowchart for bit-sorting algorithm 3. RESULTS AND ANALYSIS Establishing the benchmark of the soft-core processor is vital at this stage. The performance parameters for the modified architecture are evaluated and compared with the performance of the original processor architecture. In this case, the 8-bit soft-core processor called UTeMRISC0 resemble greatly to its packaged-IC counterpart which is the PIC16C57. The UTeMRISC0 will be the starting point for the architecture expansion and modification. The instruction set architecture extension is performed on the UTeMRISC0 architecture. Originally, the ISA consisted of 12-bit and is expanded to become 16-bit. The expansion does not solely involve the lengthening of the ISA register. It also required further modifications to other modules and registers such as the instruction decoder module, the ROM module and instruction registers. New opcodes are also assigned to the instruction set. At this point, the original list of instruction is maintained as per original while a single new instruction called ‘swapfw’ is created to demonstrate the capability of the architecture in handling and executing the new instruction. To reflect the major changes being made due to the ISA expansion, the modified processor now is called UTeMRISC01 [20], [21]. 3.1. Instruction set generation A new instruction is created and called ‘swapfw’ that would take both of its operands as register address. To optimize the instruction set, the ‘swapfw’ instruction would occupy the space for another instruction called ‘movf f,1’. Originally, this instruction only functions to transfer data from a register back to its own address which it impractical unless a certain condition bit is required to be generated. Therefore, the new ‘swapfw’ instruction is assigned to the previous opcode allocation but now with different function, as shown in Table 1.
  • 5. Int J Elec & Comp Eng ISSN: 2088-8708  Instruction Set Extension of a Low-End Reconfigurable Microcontroller in Bit-Sorting … (Sani Irwan) 2599 Table 1. New Instruction for Bit-Sorting CPU Sim Format 16-bit Opcode Opcode Mnemonics 0B swapfw f 6 7 -3 0010_11ff_ffff_fxxx 3.2. Code synthesis Referring to Figure 3, the new instruction the is simulated using the CPUSim software with the UTeMRISC01 architecture is loaded as the main processor execution. The new instruction’s micro-operation is defined in this process to iterate the sequence of the instruction execution. Figure 3. Machine instruction editing in CPUSim 3.3. Hardware synthesis The findings from the code synthesis stage are brought forward to the FPGA implementation by replicating the instruction execution sequence, this time in Verilog code. The instruction’s opcode and ISA are updated in the instruction decoder and ALU module. Once the architecture is successfully synthesized and implemented, the performance parameters are observed and measured using the logic analyzer. When the UTeMRISC01 architecture is implemented for the bit-sorting program, an increase of registers and LUTs have been recorded. As the UTeMRISC01 are equipped with the new ISA and an improved instruction register, the increase in the slice register number is expected, as shown in Table 2. Further optimization of the ALU module, especially in reducing the redundant instructions also contributed to a smaller usage of slice LUTs. For the bit sorting program, the new instruction is introduced by overwriting an unused instruction and this ensures the overhead of resource utilization is kept to a minimum. The new ‘swap’ instruction only involved register data transfer, which is already embedded in the original architecture, hence there is no additional hardware is required to execute the instruction. Table 2. Resource Utilization for Bit-Sorting Program Parameter UTeMRISC0 (12-bit ISA) UTeMRISC01 (16-bit ISA) Difference Number of Slice registers 102 119 16.7% Number of Slice LUTs 457 355 22.3% Number of LUT Flip Flop pairs used 494 409 17.2% In terms of execution times, the UTeMRISC01 architecture consistently produced lower execution times throughout the bit-sorting program implementation. Therefore, the program is ended much quicker, as shown in Figure 4. By calculations, the UTeMRISC01 architecture could finish executing the same bit- sorting program faster than the UTeMRSIC0 architecture by 12%. This is clearly due to the lower instruction cycle, resulted in the introduction of the new swap instruction.
  • 6.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 8, No. 4, August 2018 : 2595 – 2601 2600 Figure 4. Execution times for bit-sorting program 4. CONCLUSION In the bit-sorting programs, the number of registers in the UTeMRISC01 is reduced due to several optimization steps are done to the original UTeMRISC0 architecture. There is no new module added to the architecture and the new instruction is introduced by occupying the existing instruction slot in the instruction set. The execution times also improved that makes the program finished earlier. The reduced time is not because of the less-complexity of the bit-sorting program or the architecture itself but it is due to the efficiency of the new instruction that replaced the repetitive instruction previously existed in the original architecture. It is demonstrated here that the adoption of instruction set extension technique on the UTeMRISC01 architecture has optimized the processor capability in dealing with a more complex task. The overall development process used in this research is flexible enough for further investigation either by extending its module or to adopt more complex algorithms in the future. While the focus of this research is to reduce the execution times and the reduce utilization, power consumption will be considered in the future iterations of the processor. ACKNOWLEDGEMENTS The author would like to thank Universiti Teknikal Malaysia Melaka and Ministry of Higher Education Malaysia for the financial support through the research grant number PJP / 2016 / FKEKK-CETRI / S01496. REFERENCES [1] R. Cravotta. (2012, 11 July). One Processor to Rule Them All? Available: http://www.edn.com/design/systems- design/4398890/One-processor-to-rule-them-all [2] J. Ganssle. (2012, 2 July). Is 8-bits dying? Available: http://www.embedded.com/electronics-blogs/break- points/4389890/Is-8-bits-dying- [3] Microchip, "8-bit PIC® Microcontroller Solutions," Microchip Technology Incorporated 2014. [4] T. Sutikno, N. R. N. Idris, A. Z. Jidin, and A. Jidin, "A Model of FPGA-based Direct Torque Controller," Indonesian Journal of Electrical Engineering and Computer Science, vol. 11, pp. 747-753, 2013. [5] A. Zemmouri, R. Elgouri, M. Alareqi, M. Benbrahim, and L. Hlou, "Design and Implementation of Pulse Width Modulation Using Hardware/Software MicroBlaze Soft-Core," International Journal of Power Electronics and Drive Systems (IJPEDS), vol. 8, pp. 167-175, 2017. [6] C. Kannan, "NIOS II Based Secure Test Wrapper Design for Testing Cryptographic Algorithms," International Journal of Reconfigurable and Embedded Systems, vol. 4, 2015. [7] F. Plavec, B. Fort, Z. G. Vranesic, and S. D. Brown, "Experiences with Soft-Core Processor Design," in IPDPS, 2005, p. 167.2. [8] F. Plavec, "Soft-core processor design," Master of Applied Science, Graduate Department of Electrical and Computer Engineering, University of Toronto, 2004. [9] A. J. Salim, S. I. M. Salim, N. R. Samsudin, and Y. Soo, "Conversion of an 8-bit to a 16-bit Soft-core RISC Processor," International Journal of Electronics Communication and Computer Technology, vol. 3, pp. 393-397, 2013. [10] N. R. Samsudin, S. I. M. Salim, and A. J. Salim, "Designing UTeMRISCII Processor for Multiply-Accumulate Operation," in 3rd International Conference on Engineering and ICT (ICEI2012), 2012, pp. 88-91. [11] L. E. Yong and A. J. Salim, "Implementation of an 8-bit RISC Microcontroller Chip," in 4th International Symposium on Broadband Communication, 2010, pp. 1-4.
  • 7. Int J Elec & Comp Eng ISSN: 2088-8708  Instruction Set Extension of a Low-End Reconfigurable Microcontroller in Bit-Sorting … (Sani Irwan) 2601 [12] C. Galuzzi and K. Bertels, "The Instruction-Set Extension Problem: A Survey," ACM Trans Reconfigurable Technol. Syst., vol. 4, pp. 1-28, 2011. [13] A. J. Salim, S. I. M. Salim, N. R. Samsudin, and Y. Soo, "Instruction Set Extension Through Partial Customization of Low-End RISC Processor," Australian Journal of Basic and Applied Sciences, vol. 7, pp. 678-687, 2013. [14] D. Liu, Embedded DSP Processor Design, : Application Specific Instruction Set Processors: Morgan Kaufmann, 2008. [15] T. Coonan. (1999, 4 January). RISC8 Verilog Core. Available: http://pldworld.info/_hdl/2/_ip/mindspring/~tcoonan/risc8doc.html [16] S. I. M. Salim, H. A. Sulaiman, R. Jamaluddin, L. Salahuddin, M. N. S. Zainudin, and A. J. Salim, "Two-pass assembler design for a reconfigurable RISC processor," in IEEE Conference on Open Systems (ICOS), 2013, pp. 77-82. [17] S. I. M. Salim, H. A. Sulaiman, R. Jamaluddin, L. Salehuddin, M. N. S. Zainudin, and S. Yewguan, "Assembler Design Techniques for A Reconfigurable Soft-Core Processor," Journal of Theoretical and Applied Information Technology, vol. 64, 2014. [18] S. I. M. Salim, H. A. Sulaiman, M. N. S. Zainudin, R. Jamaluddin, and L. Salahuddin, "One-pass assembler design for a low-end reconfigurable RISC processor," in International Symposium onTechnology Management and Emerging Technologies (ISTMET), 2014, pp. 492-496. [19] D. Skrien, "CPU Sim 3.1: A Tool for Simulating Computer Architectures for Computer Organization Classes," Journal on Educational Resources in Computing (JERIC), vol. 1, pp. 46-59, 2001. [20] A. J. Salim, N. R. Samsudin, S. I. M. Salim, and S. Yewguan, "Modification of Instruction Set Architecture in a UTeMRISCII Processor," International Journal of Computer Trends and Technology (IJCTT), vol. 4, pp. 1196-1201, 2013. [21] A. J. Salim, N. R. Samsudin, S. I. M. Salim, and S. Yewguan, "Multiply-accumulate instruction set extension in a soft-core RISC Processor," in 10th IEEE International Conference on Semiconductor Electronics (ICSE), 2012, pp. 512-516. BIOGRAPHIES OF AUTHORS Sani Irwan Md Salim obtained his first degree in B.Eng (Electronic Engineering), from the Universiti Teknologi Malaysia (UTM), in 2002. Following that, he obtained his M.EngSc (Computer & Communication) from Queensland University of Technology (QUT), Australia. He is currently working as senior lecturer in the Computer Engineering Department, Faculty of Electronic and Computer Engineering, UTeM. His main research area is in reconfigurable computing with interest in FPGA applications. Dr Soo Yew Guan joins Universiti Teknikal Malaysia Melaka (UTeM) as academician since 2001. Currently he is the Senior Lecturer in Microprocessor and Microcontroller Technology in the Faculty of Electronics and Computer Engineering (FKEKK). As a professional trainer in Embedded System, he has conducted CAN Bus Communication in in Embedded System training to Western Digital (M) Sdn Bhd and Internet of Thing (IoT) programs in Faculty. His research interests include Embedded System and Robotics, particularly on the myo-electric robotic prosthesis and sensory substitution for amputees. In addition, his is also interested in software development for various mobile platforms (iOS, Win8 Phone, and Android) and Internet Technologies (Linux, Apache, MySQL, PHP, and JSON). Dr Sharatul Izah Samsudin graduated for her his first degree in B.Eng (Electronic Engineering) at Universiti Sains Malaysia (USM). Following that, she obtained her M.Eng. and PhD from Universiti Teknologi Malaysia (UTM). She specializes on control system modeling with interest in water quality control environment and IoT applications. She is currently working as a senior lecturer in the Industrial Electronic Department, Faculty of Electronic and Computer Engineering, UTeM.