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XSat of NTU (Nanyang Technological University), Singapore

XSat (also spelled as X-Sat) is a microsatellite technology demonstration mission of CREST (Centre for Research in Satellite Technologies), a joint venture of NTU(Nanyang Technology University), and DSO (Defence Science Organization) National Laboratories, Singapore. CREST was established for this purpose. The overall objective is to demonstrate technology in support of high-resolution imaging capabilities and to analyze and implement onboard parallel processing algorithms, thereby demonstrating improved mission achievements for generally downlink-limited small satellite imaging missions. 1) 2) 3) 4) 5)

Background: The XSat project was initiated in 2000 as an internally funded, inter-school project, to be designed and constructed entirely in the NTU, as a technology demonstration mission, with the original objectives of (a) Earth observation and imaging for environmental applications such as monitoring of forest fires and ocean red tides, and (b) satellite-based data acquisition/distribution and messaging using mobile terminals. In 2001, the DSO National Laboratory joined the project with additional funding for acquisition of a 10 m resolution multispectral (three spectral bands in the visible and near infrared spectrum) instrument as a primary payload. SI (Satrec Initiative Ltd.) of Daejeon, Korea was selected for the development of the imager.

Spacecraft:

The XSat spacecraft design and development is being provided by the DSO National Laboratories. The bus structure has dimensions of 600 mm x 600 mm x 800 mm and a total mass of 106 kg. The box design is made of a honeycomb panel structure, which carries the individual components mounted on the respective panels. In addition to the six body panels a central shelf is provided. XSat employs a tray structure, there are up to 16 stacked trays with different electronics mounted inside. 6) 7)

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Figure 1: Illustration of the XSat spacecraft in launch configuration (image credit: NTU)

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Figure 2: Exploded view of the XSat microsatellite (image credit: NTU)

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Figure 3: Internal view of the XSat configuration (image credit: CREST/NTU)

The S/C is 3-axis stabilized providing a body-pointing capability in cross-track of ±40º. Attitude is sensed by three sun sensors, one star tracker, three rate sensors, and two 3-axis vector magnetometers. Four reaction wheels (3 orthogonal and one spare) and three magnetic torquers serve as actuators. The attitude knowledge accuracy is 0.06º (200 arcsec) about each axis with the requirement for the yaw axis slightly relaxed. The ADCS (Attitude Determination and Control Subsystem) is implemented as a software task on the OBC (Onboard Computer) for orbit determination and control of the S/C. ADCS is also required to steer the satellite up to ±40º in roll to provide increased revisit opportunities (body-pointing capability). 8) 9) 10) 11) 12)

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Figure 4: The ADCS with its sensors and actuators (image credit: NTU)

Two GPS receivers provide positioning information not just to the ADCS, but also to the payloads. One of the GPS receivers is the Phoenix low-cost GPS receiver developed by DLR/GSOC. It provides L1 C/A code and carrier tracking in twelve channels making use of a 32 bit ARM/TDMI microprocessor. With its built-in special navigation system it is capable of providing high precision onboard orbit determination as well as orbit forecasts. The second GPS receiver is NAV2000HDCP of Accord, India. 13) 14)

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Figure 5: Block diagram of the Phoenix GPS receiver (image credit: DLR) 15)

Parameter

Specification

Comments

Pointing accuracy

0.3º in pitch and roll, 1º in roll

Based on 90% for useful swath

Attitude knowledge accuracy

0.06º in pitch and roll, 0.2º in yaw

To meet the 1 km location error on the image

Stability: Allowable roll rate amplitude

0.02º/s in mid-frequency (340 Hz)

To keep the roll oscillations to within 1% of GSD during one line integration

Orbital position knowledge accuracy

200 m in geodetic position

To meet the 1 km location error on the image

Table 1: Attitude and orbit accuracies of XSat

PSS (Power Supply Subsystem): Spacecraft power is provided by two deployable GaAs solar panels covering a total area of 0.9 m2. Two Li-ion batteries (bus voltage of 16-30.5 ) provide power during orbital eclipse phases. 16)

The PSS consists of two major modules, namely the PCM (Power Control Module) and the PDM (Power Distribution Module).

Architecture

DET (Direct Energy Transfer)

Solar array size

342 cells in 19 series 18 parallel configuration

Solar cell efficiency, solar cell type

~ 27%, Triple Junction GaAs

Power output

Between ~380 W @ -50ºC and ~260 W @+110ºC

Battery capacity, battery voltage

13.5 Ah (340 Wh), nominal 25.2 V, maximum 29.4 V

Main bus voltage

16.0 V to 30.5 V

BCR efficiency, MBR efficiency

> 90%, > 85%

Table 2: Key parameters of the PSS

The OBDH (Onboard Data Handling) system consists of three basic elements: 17)

• the dual-redundant OBC (Onboard Computer) and an OIM (OBC Interface Module)

• the SSR (Solid State Recorder) for payload and housekeeping data of 2 GByte storage capacity

• the dual-redundant CAN bus.

The design features a cold dual-redundant OBC (distributed architecture), based on the ERC-32 processor of ATMEL and a radiation-hardened FPGA (Field Programmable Gate Array). The OBC is connected to all subsystems and payloads via two redundant CANs (Controller Area Network). Only one communication bus is operational at a given moment in time while the second bus acts as a backup. Dedicated connections are preferred for high reliability, broad bandwidth [100 Mbit/s LVDS (Low-Voltage Differential Signaling) links], and power connections.

The OBDH performs also failure detection, identification, and recovery functions besides its nominal support functions. The OBC is equipped with 16 MByte of memory and uses error detection and correction (EDAC) to maintain program and data validity. The OBC uses the VxWorks RTOS (Real-Time Operating System) as the base layer for all mission software. 18) 19)

While the OBC is the primary processor for ADCS operations, an important feature of XSat is the event/condition monitoring capability provided by a dedicated StrongARM processor. In this context, event monitoring is applied to onboard system performance evaluation, in particular ADCS. To realize this, all the performance parameters as obtained from any ground segment tests are made available to the event monitoring computer. The performance evaluation software logs in the data from all onboard subsystems and estimates the performance parameters (comparing the evaluated parameters with those in the database). The StrongARM SA1110 is being used in the ADCS controller (1 processor) as well as in the PPU (20 processors).

The orientation of XSat is such that the solar panels are always pointed towards the sun, except during imaging or downlinking operation during certain orbits over a small portion of its period. 20)

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Figure 6: Block diagram of the XSat spacecraft (image credit: NTU)

RF communications (use of CCSDS protocol standards).

The TT&C subsystem uses S-band (2 GHz, command uplink and telemetry downlink) communication links with the ground station at NTU, Singapore (TT&C link). The S-band link features four pairs of transmitter/receiver antennas with transmission rates of 4 kbit/s (uplink) and downlink rates of up to 500 kbit/s. Use of CCSDS protocol. 21) 22)

XBT (X-band Transmitter): XSat provides X-band (8.3025 GHz, imagery downlink). X-band transmission rates are selectable at: 12.5, 25, or 50 Mbit/s (output power of of 10.5 W). The modulation in X-band and S-band is QPSK.

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Figure 7: Block diagram of the TT&C subsystem (image credit: NTU)

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Figure 8: Photo of the XBT (X-band Transmitter), image credit: NTU

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Figure 9: Photo of the X-Sat microsatellite (image credit: NTU)

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Figure 10: Photo of the PSLV-16 integrated payloads of ResourceSat-2, X-Sat and YouthSat (image credit: ISRO) 23)

 

Launch: X-Sat, Singapore's first remote sensing satellite with a mass of 106 kg, was launched on April 20, 2011 as a secondary payload to ISRO's (Indian Space Research Organization) ResourceSat-2 spacecraft. The launch site was SDSC-SHAR, and the launch vehicle is PSLV-C16. 24) 25) 26) 27)

 

• Another secondary payload on the flight was YouthSat of ISRO with a mass of 92 kg.

Note, the launch of X-Sat has been delayed since 2007.

Orbit: Sun-synchronous circular orbit, altitude = 817 km, inclination = 98.73º, orbital period = 101.35 minutes; LTDN (Local Time on Descending Node) is at 10:30 hours.

 


 

Mission status:

• The XSAT mission is operating nominally in December 2013. 28)

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Figure 11: In June 2013, forest fires in Riau brought haze to Singapore and Malaysia, raising the air pollution index to record high of more than 400 (hazardous levels), image credit: NTU, Ref. 28)

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Figure 12: IRIS image of Tokyo acquired on January 02, 2013 (image credit: NTU, Ref. 28)

• April 20, 2012, marked the first year of X-Sat on orbit. The X-Sat spacecraft and its payload are operating nominally in 2012. The spacecraft has not only captured images of Sumatra's forest fires and the Bangkok floods, but also had a few near misses with floating debris. 29) 30) 31)

- Since May 2011, X-Sat has downlinked more than 1000 images from space to help researchers on the ground monitor the effects of environmental changes.

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Figure 13: An IRIS image of a forest fire in Sumatra observed on Sept. 18, 2011 (image credit: NTU)

• The IOT activities for the X-Sat mission have been conducted for the period from Apr il 20, 2011 to June 16, 2011. The main milestones of solar panel deployment, transition from sun acquisition to sun tracking as well as IRIS Camera checkout and imaging operations had been carried out satisfactorily. 32)

- There were also many lessons learnt during the IOT and they will form the recommendations to be considered for future programs.

- The main objective of X-Sat project, to perform imaging and downlink the imagery data within the same orbital pass has been achieved. The project is considered a success.

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Figure 14: IRIS image observed on May 11, 2011showing Singapore Island (image credit: NTU, Ref. 32)

• On May 5, 2011, the first imaging operation was conducted. Since then, the satellite has progressed into normal operations, i.e. near real-time imaging missions which involved sending down to the ground segment in Singapore the imagery data within the same orbital pass (Ref. 32).

• Three days after launch, a ground command was sent up to the microsatellite to fire the pyrotechnic cable-cutters holding the 2 deployable solar panels. This was followed by a series of IOTs (In-Orbit-Tests) of various subsystems of the satellite (Ref. 32).

• In less than 10 hours after launch, NTU established contact with the XSat microsatellite. The telemetry received by the team from the first-ever satellite built from scratch in Singapore by NTU and DSO Laboratories, show that it is in good working condition with its solar panels deployed and operating well. 33)

 


 

Sensor/experiment complement: (IRIS, PPU, ADAM)

IRIS imager:

IRIS (Greek goddess of the rainbow and the messenger of the gods). The objective is to provide multispectral imagery in the visible and near-infrared wavelength range. Specific objectives are:

• To demonstrate XSat capabilities for remote sensing in the South East Asia region

• To take imagery and collect spatial and radiometric information of land to monitor and manage forests, plantations, urban areas and urban infrastructure

• To detect significant environmental events, such as forest fires, floods and landslides, as quickly as possible and provide timely coverage to monitor the development of these events.

The IRIS camera is being funded by DSO National Laboratories and designed and built by SI (Satrec Initiative Co. Ltd.) of Daejeon, Korea; SI is the commercial spin-off from SaTReC), the contractor to NTU. The IRIS instrument is an upgraded version of the KITSAT-3 multispectral imager. IRIS development at SI was initiated in April 2002. 34) 35) 36)

IRIS consists of an optical module called EOU (Electro-Optical Module) and an electronics module, called PCU (Processing and Control Unit). The optical module in turn consists of mirrors, lenses, baffles, detectors, detector front-end electronics, and structural parts. The electronics module consists of the power supply module, control module, and an IRIS-internal mass storage module. IRIS provides also a logical LVDS (Low Voltage Differential Signaling) interface to the PPU (via a RAMDisk) for real-time access to the raw data.

The IRIS instrument design features a pushbroom scanner with three spectral bands: green (520 - 600 nm), red (630 - 690 nm), and NIR (760 - 890 nm). Each of the three linear detector arrays consists of 5000 active elements, which were all manufactured on the same wafer and subsequently coated with different interference filters to select the appropriate spectral characteristic (the FPA houses a quad-linear detector array and the proximity electronics). The design provides a high degree of band-to-band alignment, i.e. 0.1 pixels. The spatial resolution is 10 m GSD (Ground Sample Distance) on a swath of 50 km. The IRIS optics employs a Mangin telescope design with a primary and secondary mirror as well as two correction lenses; the aperture diameter is 120 mm.

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Figure 15: Block diagram of the IRIS instrument (image credit: NTU)

Internally the IRIS is equipped with a redundant signal processing and control module (based on a PowerPC architecture) which preprocesses the image data (along with Reed Salomon coding) prior to storage in the 8 Gbit memory module (independent of the RAM-Disk). Access to the image data is through a 50 Mbit/s LVDS link that reads the encoded data from the storage after image acquisition and an 81 Mbit/s link that enables realtime access during imaging.

Parameter

Value

Parameter

Value

Spectral bands (3)

0.52 - 0.60 µm (green)
0.63 - 0.69 µm (red)
0.76 - 0.89 µm (NIR)

Swath width
Image scene length (max)
FOR (Field of Regard)

50 km
500 km
±40º (about ± 585 km)

GSD

12 m at nadir

Data quantization

8 bit

IFOV

14.60 µrad

FOV (field of View)

4.2º (corresponding to about 50 km @ 685 km altitude)

Instrument mass

12 kg (max)

Instrument power

≤ 25 W

MTF

≥ 15% (@Nyquist frequency)

SNR

≥ 100

Optics volume

180 mm diameter x 530 mm

Electronics volume

320 mm x 210 mm x 150 mm

Table 3: Overview of some IRIS performance parameters

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Figure 16: Photo of the optical unit of IRIS (image credit: SI)

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Figure 17: Photo of the PCU (image credit: NTU)

 

PPU (Parallel Processing Unit):

The PPU is an onboard technology demonstration payload of NTU for onboard image selection, classification and compression. The objective is the support of image processing functions (onboard image compression and feature extraction) on a high-performance architecture built from COTS (Commercial Off-The-Shelf) components. The payload data processing operations are essentially offline and are based on stored data in the RAMDisk. However, it will provide the capability for real-time or near real-time processing (depending on the actual application) of imagery or data in terms of processing speed versus acquisition speed. The PPU has two high-speed, 200 Mbit/s LVDS (Low Voltage Differential Signaling) interfaces for data to and from the RAM-Disk. Both can be operated at the same time to enable simultaneous read-and-write transfer. The OBC controls the PPU through a series of telecommands. The PPU receives the commands via CAN to configure itself for the desired application. 37) 38) 39)

The PPU hardware on XSat is comprised of 20 SA1110 StrongARM microprocessors interconnected via 2 central FPGAs. The network topology between the processors is provided by two anti-fuse technology FPGAs (each hosting ten processing nodes) that enable the flexible adaptation of the computer architecture to the actual application as well as additional real-time processing capabilities. Every node comprises a StrongARM SA-1110 microprocessor (266 MHz, 64 MByte of local SDRAM memory).

The objective of the massive onboard processing power of the PPU is to counteract (by pre-processing and analysis of the imaging data) the downlink data transmission bottleneck (10 min/pass) of a single ground station support configuration at CRISP, Singapore. The following scenario is given:

• A maximum of 3.6 GByte of imagery per pass can be transmitted in a single pass. This corresponds to 52 standard scenes of 5000 x 5000 pixels.

• The main mission objective, however, is to obtain as much imagery over Singapore and surrounding areas as possible. On average, the volume of downlinkable data is much likely reduced to 2/3 resulting in approximately 34 scenes per pass, due to parallel observation requirements during the station overpass.

• PPU performs image compression by using content-based JPEG2000. The novel concept utilizes a so-called compression map which assigns continuously adjustable weights to different regions according to their contribution to the user-defined mission. Hence, compression ratios beyond those generally known from JPEG2000 can be achieved while at the same time preserving the regions-of-interest to a much higher degree. Selectable lossy or lossless compression parameters will allow for more image data to be downlinked.

• In addition, image analysis is being performed, in particular in support of event monitoring functions (detection of fires, haze, etc.). An additional lossless realtime implementation within the FPGAs of the PPU enables to simultaneous acquire as well as downlink the data.

The PPU distributed cluster uses the first distributed Linux operating system in space. 40)

The PPU system is intended to operate in orbit segments which are not used by the primary payload (IRIS). In total the PPU operates at a maximal power consumption of 22 W with an operational consumption of approximately 15 W.

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Figure 18: The PPU cluster configuration within XSat (image credit: NTU)

 

ADAM (Advanced Data Acquisition and Messaging System):

ADAM is developed by ITR (Institute for Telecommunications Research) at the University of South Australia in Adelaide, Australia [funded by CRCSS (Cooperative Research Center for Satellite Systems), Canberra, Australia]. ADAM is a bi-directional onboard DCS (Data Collection System) to acquire environmental monitoring data from ground segment stations (in particular oceanic data from autonomously operating buoys).

Note: ADAM was originally part of the payload; however, as of fall 2005, ADAM was deleted from the X-SAT mission due to the project's shortcoming in manpower.

 


 

Ground segment:

The ground segment for XSAT consists of 2 elements: 41)

• The TT&C mission ground station, located at the Technoplaza of NTU, including the MCS (Mission Control System)

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Figure 19: Block diagram of the NTU MCS facility (image credit: NTU)

• Payload data reception (X-band) at CRISP (Centre for Remote Imaging and Sensing and Processing), located at NUS (National University of Singapore). The X-band antenna of CRISP has a diameter of 13 m.

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Figure 20: Image Receiving and Processing System (IRPS) developed in-house by CRISP/NUS (image credit: CRISP/NUS)

CRISP operates a satellite ground station to acquire data from remote sensing satellites, and processes the archived data to standard or value-added products for distribution and research. 42)

The prime ground station for image data reception, processing and archiving is located at CRISP, Singapore of NUS. TT&C operations are provided by NTU using an antenna dish of 6.1 m diameter. 43)

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Figure 21: Photo of the 13 m X-band antenna at CRISP (image credit: NUS)

CRISP (since 1992) is a research facility of NUS. As of December 2013, CRISP operates 4 X-band antennas (Ref. 28):

- the 13 m antenna was installed in 1995

- a 6 m antenna was installed in 2000

- a 8.5 m antenna was installed in 2009

- a 6 m antenna was installed in Dec. 2013.

CRISP receives currently (2013) satellite data from the following missions:

1) TERRA MODIS (NASA, USA, March 2001)

2) Ikonos (DigitalGlobe, USA, August 2001) – 0.82 m resolution

3) AQUA MODIS (NASA, USA, July 2002)

4) SPOT-5 (CNES, France, October 2002) – 2.5 m resolution

5) GeoEye-1 (DigitalGlobe, USA, June 2009) – 0.41 m resolution

6) Worldview-I & -II (DigitalGlobe, USA, Nov. 09) – 0.47 m resolution

7) XSAT – May 2011

8) Suomi-NPP (NASA/NOAA, USA) – July 2012

9) CBERS-03 – 2014 (collaboration with Chinese CRESDA and Brazil INPE, receiving data for ASEAN countries). However, CBERS-03 experienced a launch failure on Dec. 09.2013.

 


1) T. Bretschneider, “Singapore's Satellite Mission X-Sat,” 4th IAA Symposium on Small Satellites for Earth Observation, Berlin, Germany, April 7-11, 2003, URL: http://www.weblab.dlr.de/rbrt/GpsNavPast/XNS/IAA-B4-0506P.pdf

2) http://www.ntu.edu.sg/eee/newsletters_reports/research_report2004/report/2004/pdf/sec.pdf

3) B L Tan, N Nagarajan, S H Tan, K Arichandran, “Investigation of Solar Panel Deployment Options and Power Generation for X-Sat ,” Proceedings, IEEE 3rd International Conference on Information, Communications and Signal Processing (ICICS-2001), Singapore, Oct. 15-18, 2001

4) N Nagarajan, K Arichandran, S H Tan, “Assessment of Target Pointing Attitude Maneuver Requirements for X-Sat,” Proceedings of ICICS-2001, Singapore, Oct. 15-18, 2001

5) T. Bretschneider, S. H. Tan, C. H. Goh, K. Arichandran, W. E. Koh, E. Gill, “X-Sat Mission Progress,” Proceedings of the 5th IAA Symposium on Small Satellites for Earth Observation, Berlin, Germany, April 4-8, 2005, URL: http://www.weblab.dlr.de/rbrt/pdf/IAA_B50504b.pdf

6) http://www.sarc.eee.ntu.edu.sg/CREST/AboutXSATProject/Pages/AboutXSATProject.aspx

7) http://www.sarc.eee.ntu.edu.sg/CREST/XSATSubSystems/Pages/XSATSub-Systems.aspx

8) Yu Qing, Yu Haoyong, Choong Wai Fook, Tai Siew Hoong, Goh Cher Hiang, “The X-SAT Project and Description of the Configuration and Structure Design,” Proceedings of the 2nd Asian Space Conference, Hanoi, Vietnam, Nov. 8-11, 2005

9) Information provided by Timo Bretschneider of NTU (Nanyang Technological University), Singapore

10) T.-S Hie, G.-C. Hiang, K. Arichandran, K.-W. Eng, “X-Sat Mission : Development and Operation,” Proceedings of ASC (Asian Space Conference), Chiang Mai, Thailand, Nov. 22-26, 2004

11) N. Nagarajan, G. S. Gein, T. S. Hie, K. Arichandran, “Attitude Determination and Control System (ADCS) Design for X-Sat Mission,” Proceedings of ASC (Asian Space Conference), Chiang Mai, Thailand, Nov. 22-26, 2004

12) http://www.sarc.eee.ntu.edu.sg/CREST/XSATSubSystems/SpaceSegment/Pages/ADCS.aspx

13) E. Gill, O. Montenbruck., K. Arichandran S. H. Tan, T. Bretschneider, “High Precision On-board Orbit Determination for Small Satellites - The GPS based XNS on X-Sat.,” 6th Symposium on Small Satellite Systems and Services, La Rochelle, France, Sept. 20-24, 2004, URL: http://www.weblab.dlr.de/rbrt/pdf/ESA4S_049008.pdf

14) “DLR GPS Receiver (Secondary Mission Payload),” URL: http://www.sarc.eee.ntu.edu.sg/CREST/XSATSubSystems/SpaceSegment/Pages/DLRGPS.aspx

15) http://www.weblab.dlr.de/rbrt/GpsNavPast/XNS/XNS.html

16) http://www.sarc.eee.ntu.edu.sg/CREST/XSATSubSystems/SpaceSegment/Pages/Power.aspx

17) http://www.sarc.eee.ntu.edu.sg/CREST/XSATSUBSYSTEMS/SPACESEGMENT/Pages/OBDH.aspx

18) B. Ramesh, D. Mohan, I. V. McLoughlin, N. Madhusudhanan, “On-Board Data Handling System for the X-Sat Mission,” Proceedings of ASC (Asian Space Conference), Chiang Mai, Thailand, Nov. 22-26, 2004

19) B. Ramesh, D. Mohan, T. Bretschneider, I. V. McLoughlin, “Centralized Computation Service Architecture for the X-Sat Microsatellite,” Proceedings of the 5th IAA Symposium on Small Satellites for Earth Observation, April 4-8, 2005, Berlin, Germany, URL: http://www.dlr.de/iaa.symp/Portaldata/49/Resources/dokumente/archiv5/1105P_Bretschneider.pdf

20) J. Zhanli, S. C. Joshi, S. C. Fan, Yu Qing, N. Nagarajan, S. Shukla, “Challenges in Meeting Thermal,Structural, and Power Requirements for X-Sat,” Proceedings of ASC (Asian Space Conference), Chiang Mai, Thailand, Nov. 22-26, 2004

21) http://www.sarc.eee.ntu.edu.sg/CREST/XSATSubSystems/SpaceSegment/Pages/TTC.aspx

22) http://www3.ntu.edu.sg/CREST/XSAT_TTC.htm

23) http://www.isro.org/pslv-c16/Imagegallery/satellite.aspx

24) “X-Sat Experimental / Small Satellite,” ISRO, April 20, 2011, URL: http://www.isro.org/satellites/x-sat.aspx

25) “Singapore delighted at ISRO's launch of X-Sat,” The Hindu, April 20, 2011, URL: http://www.thehindu.com/news/international/article1712789.ece

26) Note: A launch agreement between Antrix Corporation (ISRO) and NTU was signed on Jan. 24, 2003.

27) Information provided by Cher-Hiang Goh, project director of XSAT at NTU, Singapore

28) Leong Keong Kwoh, “Singapore Country Report,” The 20th Session of the APRSAF (Asia-Pacific Regional Space Agency Forum), Hanoi, Vietnam, December 3-6, 2013, URL: http://www.aprsaf.org/annual_meetings/aprsaf20/pdf/program/day3/D3_1445_2_singapore.pdf

29) http://www.sarc.eee.ntu.edu.sg/Pages/Home.aspx

30) Jermyn Chow, “Ayes all round for S'pore eye in the sky,” The Sunday Times, April 22, 2012, p. 24, URL: http://www3.ntu.edu.sg/CorpComms2/Documents-/2012/Apr/TheSundayTimes_120422_-24_Ayes%20all%20round%20for%20Spore%20eye%20in%20the%20sky.pdf

31) “X-SAT Micro-satellite Project,” NTU, URL: http://www.sarc.eee.ntu.edu.sg/Project/Pages/XSAT.aspx

32) Cher-Hiang Goh, “Launch and In-Flight-Experience of Singapore X-SAT Microsatellite,” Proceedings of the 4S (Small Satellites Systems and Services) Symposium, Portoroz, Slovenia, June 4-8, 2012

33) “NTU scientists make contact with X-SAT,” NTU, April 27, 2011, URL: http://news.ntu.edu.sg/pages/newsdetail.aspx?URL=http://news.ntu.edu.sg/news/Pages/-Media2001_Apr27.aspx&Guid=d5c8d42a-da08-45e1-b1dd-4e2d35e2e12e&Category=Media+Reports

34) E.-E. Kim, Y.-W. Choi, M.-S. Kang, S.-K. Jeong, “Development of Earth Observation Sensors for Small Satellites in SaTReC Initiative,” Proceedings of the 5th IAA Symposium on Small Satellites for Earth Observation, April 4-8, 2005, Berlin, Germany

35) http://www3.ntu.edu.sg/CREST/XSAT_IRIS_Primary.htm

36) http://www.sarc.eee.ntu.edu.sg/CREST/XSATSubSystems/SpaceSegment/Pages/IRIS.aspx

37) T. Bretschneider, T. Vladimirova, S. Yuhaniz, “Image Processing Capabilities On-Board Micro-Satellites for Disaster Monitoring,” Proceedings of the 2nd Asian Space Conference, Hanoi, Vietnam, Nov. 8-11, 2005

38) S. Lim Siok Lin, I. McLoughlin, T. Bretschneider, H. Schröder, “Fault Tolerant, High Performance Computing Payload for Space Missions,” International Conference on Military and Aerospace Programmable Logic Devices 2003, Sept. 9-11, 2003, Washington, DC

39) http://www3.ntu.edu.sg/crest/XSAT_PPU%20Secondary1of2.htm

40) I. McLoughlin, T. Bretschneider, B. Ramesh, “First Beowulf Cluster in Space,” Linux Journal, July 28, 2005, URL: http://www.linuxjournal.com/article/8097

41) http://www.sarc.eee.ntu.edu.sg/CREST/XSATSubSystems/Pages/GroundSegment.aspx

42) http://www.crisp.nus.edu.sg/

43) T. W. Chua, K. I. Timothy, K. Y. Li Cary, Y. W. Yeap, E. C. Teh, L. S. L. Tan, K. Arichandran, “X-Sat Communications System,” Proceedings of ASC (Asian Space Conference), Chiang Mai, Thailand, Nov. 22-26, 2004


The information compiled and edited in this article was provided by Herbert J. Kramer from his documentation of: ”Observation of the Earth and Its Environment: Survey of Missions and Sensors” (Springer Verlag) as well as many other sources after the publication of the 4th edition in 2002. - Comments and corrections to this article are always welcome for further updates.

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