Ultra-low power programmable processor architecture for 60 GHz digital front-end
Modern embedded systems complexity, performance and energy efficiency has been increasing steeply the last few years. An explosive growth in demand for wireless communication is observed as well and modern wireless links are expected to deliver bit rates of several gigabits while consuming even...
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Format: | Thesis |
Language: | English |
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2012
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Online Access: | http://hdl.handle.net/10889/5373 |
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Quantization System scenarios Fast Fourier transform 60 GHz Κβαντοποίηση Σενάρια συστήματος Μετασχηματισμός Fourier 621.392 |
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Quantization System scenarios Fast Fourier transform 60 GHz Κβαντοποίηση Σενάρια συστήματος Μετασχηματισμός Fourier 621.392 Μπεμπέλης, Ευάγγελος Ultra-low power programmable processor architecture for 60 GHz digital front-end |
description |
Modern embedded systems complexity, performance and energy efficiency
has been increasing steeply the last few years. An explosive
growth in demand for wireless communication is observed as well
and modern wireless links are expected to deliver bit rates of several
gigabits while consuming even less energy.
In order to satisfy these needs new technologies emerge and novel
design approaches are put into practice. Communication at 60 GHz
is such a technology that is able to deliver high bit rates in short
range wireless links. A major motivation to use the 60 GHz spectrum
is the worldwide availability which makes exploitation economically
viable. Moreover, small wavelength of only 5 mm promises
high integration due to small antenna component size which is one
of the main bottlenecks for reducing the dimensions.
However, increased frequency comes with many disadvantages as
well. To increase the market potential of such a new technology the
chip design needs to be cheap and energy-efficient. Such cost and
energy constrains heavily impact the performance and the quality
of both the analog and the digital components of the chip.
In the current thesis the design possibilities of a component in the
digital baseband of the receiver of such a chip are explored. The
component under investigation is a Fast Fourier Transform (FFT)
that is used for frequency domain equalization. This part of the
receiver is used to reduce the effects of multipath in a non line-ofsight
communication environment and as this is a common case in
wireless communication the FFT block has been identified as one
of the 2 most computational intensive components of the receiver
in 60 GHz. This is the main reason why we explore possibilities to
further decrease the power consumption of the block while maintaining
the performance and the quality of service.
To achieve this reduction the possibilities of a new design concept
are explored. System Scenarios is a new design concept for embedded
systems operating in dynamic environments. Wireless communication
systems exhibit high dynamism during their operation on
highly varying data streams, providing the System Scenarios huge
xvi
capabilities.
The essential idea behind system scenarios is the classification of
the application under investigation from a cost perspective during
design time. Then, the classification is exploited during run time resulting
to an overall improved implementation of the application. To
achieve this the application is broken down to run-time situations
(RTS) which are distinguishable operation modes of the application.
Then RTSs with similar costs are clustered to form system scenarios.
Finally for each scenario a different mapping and scheduling of
the application is generated.
In the case of the current thesis the application is the FFT and the
cost perspective is the power consumption of the component. To exploit
the RTS clustering in run time different quantization schemes
have been produced. These schemes have been generated based on
various properties of the data waveforms in the input of the FFT.
The thesis explores the potential of the System Scenarios as well as
the application of a quantization methodology for the FFT. Different
options of the RTS clustering and the quantization of the FFT block
are evaluated in order to come up with a more efficient implementation. |
author2 |
Γκούτης, Κωνσταντίνος |
author_facet |
Γκούτης, Κωνσταντίνος Μπεμπέλης, Ευάγγελος |
format |
Thesis |
author |
Μπεμπέλης, Ευάγγελος |
author_sort |
Μπεμπέλης, Ευάγγελος |
title |
Ultra-low power programmable processor architecture for 60 GHz digital front-end |
title_short |
Ultra-low power programmable processor architecture for 60 GHz digital front-end |
title_full |
Ultra-low power programmable processor architecture for 60 GHz digital front-end |
title_fullStr |
Ultra-low power programmable processor architecture for 60 GHz digital front-end |
title_full_unstemmed |
Ultra-low power programmable processor architecture for 60 GHz digital front-end |
title_sort |
ultra-low power programmable processor architecture for 60 ghz digital front-end |
publishDate |
2012 |
url |
http://hdl.handle.net/10889/5373 |
work_keys_str_mv |
AT mpempelēseuangelos ultralowpowerprogrammableprocessorarchitecturefor60ghzdigitalfrontend AT mpempelēseuangelos programmatizomenēarchitektonikēepexergastōnpolychamēlēskatanalōsēsgiapsēphiakofrontendsta60ghz |
_version_ |
1771297268503150592 |
spelling |
nemertes-10889-53732022-09-05T14:07:55Z Ultra-low power programmable processor architecture for 60 GHz digital front-end Προγραμματιζόμενη αρχιτεκτονική επεξεργαστών πολύ χαμηλής κατανάλωσης για ψηϕιακό front-end στα 60 GHz Μπεμπέλης, Ευάγγελος Γκούτης, Κωνσταντίνος Νικολός, Δημήτριος Θεωδορίδης, Γεώργιος Bebelis, Vagelis Quantization System scenarios Fast Fourier transform 60 GHz Κβαντοποίηση Σενάρια συστήματος Μετασχηματισμός Fourier 621.392 Modern embedded systems complexity, performance and energy efficiency has been increasing steeply the last few years. An explosive growth in demand for wireless communication is observed as well and modern wireless links are expected to deliver bit rates of several gigabits while consuming even less energy. In order to satisfy these needs new technologies emerge and novel design approaches are put into practice. Communication at 60 GHz is such a technology that is able to deliver high bit rates in short range wireless links. A major motivation to use the 60 GHz spectrum is the worldwide availability which makes exploitation economically viable. Moreover, small wavelength of only 5 mm promises high integration due to small antenna component size which is one of the main bottlenecks for reducing the dimensions. However, increased frequency comes with many disadvantages as well. To increase the market potential of such a new technology the chip design needs to be cheap and energy-efficient. Such cost and energy constrains heavily impact the performance and the quality of both the analog and the digital components of the chip. In the current thesis the design possibilities of a component in the digital baseband of the receiver of such a chip are explored. The component under investigation is a Fast Fourier Transform (FFT) that is used for frequency domain equalization. This part of the receiver is used to reduce the effects of multipath in a non line-ofsight communication environment and as this is a common case in wireless communication the FFT block has been identified as one of the 2 most computational intensive components of the receiver in 60 GHz. This is the main reason why we explore possibilities to further decrease the power consumption of the block while maintaining the performance and the quality of service. To achieve this reduction the possibilities of a new design concept are explored. System Scenarios is a new design concept for embedded systems operating in dynamic environments. Wireless communication systems exhibit high dynamism during their operation on highly varying data streams, providing the System Scenarios huge xvi capabilities. The essential idea behind system scenarios is the classification of the application under investigation from a cost perspective during design time. Then, the classification is exploited during run time resulting to an overall improved implementation of the application. To achieve this the application is broken down to run-time situations (RTS) which are distinguishable operation modes of the application. Then RTSs with similar costs are clustered to form system scenarios. Finally for each scenario a different mapping and scheduling of the application is generated. In the case of the current thesis the application is the FFT and the cost perspective is the power consumption of the component. To exploit the RTS clustering in run time different quantization schemes have been produced. These schemes have been generated based on various properties of the data waveforms in the input of the FFT. The thesis explores the potential of the System Scenarios as well as the application of a quantization methodology for the FFT. Different options of the RTS clustering and the quantization of the FFT block are evaluated in order to come up with a more efficient implementation. Τα σύγχρονα ηλεκτρονικά συστήματα παρέχουν στους χρήστες έναν καθημερινά αυξανόμενο αριθμό υπηρεσιών και λειτουργιών. Η ζήτηση τς αγοράς για ϕθηνές, αξιόπιστες και ϕορητές ηλεκτρονικές συ- σκευές ωθεί τα όρια του σχεδιασμού των ενσωματωμένων συστημάτων σε νέες ανεξερεύνητες περιοχές. Η ϕορητότητα απαιτεί την αϕαίρεση όλων των καλωδίων είτε για μετάδοση δεδομένων είτε για ενέργεια. Για να επιτευχθεί αυτό, η ασύρματη επικοινωνία σε υψηλό ρυθμό μετάδοσης είναι επιθυμητή χωρίς να θυσιαστεί η υψηλή ενεργειακή απο- δοτικότητα που καθιστά την συσκευή αυτόνομη από το ενεργειακό δίκτυο για μεγάλες χρονικές περιόδους. Η συνεχής αύξηση στις προδιαγραϕές των σύγχρονων ενσωματομένων συστημάτων έχει οδηγήσει στην χρήση καινοτόμων ιδεών, προσεγγίσεων και τεχνολογιών. Μια νέα τεχνολογία που υπόσχεται υψηλή ολοκλήρωση και υψηλό ρυθμό μετάδοσης δεδομένων στις ασύρματες ζεύξεις είναι η επικοινωνία στα 60 GHz. Μια νέα προσέγγιση σχεδιασμού για ενσωματομένα συστήματα υπόσχεται αποτελεσματική εκμετάλευση του δυναμισμού που μπορεί να παρουσιάζει ένα σύστημα. Τα ασύρματα συστήματα επικοινωνίας λειτουργούν τυπικά σε πολύ δυναμικά περιβάλλοντα. Τα Σενάρια συστήματος έχουν μεγάλες δυνατότητες για να βελτιώσουν την αποτελεσματικότητα της υλοποίησης των ψηϕιακών βάσεων τέτοιων συστημάτων. Στην παρούσα διπλωματική εξερευνούμε της δυνατότητες της αρχιτεκτονικής του FFT που βρίσκεται στην πλευρά του δέκτη ενός πομποδέκτη στα 60 GHz. Ο FFT είναι μέρος της εξίσωσης στο πεδίο της συχνότητας που χρησιμοποιείται για να μειώσει της επιδράσεις του ϕαινομένου multipath. Χρησιμοποιώντας Σενάρια Συστήματος προσπαθούμε να καταλήξουμε με μια πιο προσαρμοστική και συνεπώς πιο ενεργειακά αποδοτική υλοποίηση του μετασχηματισμού. Η εϕαρμογή των Σεναρίων Συστήματος χρησιμοποιώντας δεδομένα ως παράμετρο είναι μια καινοτόμα προσέγγιση και σε αυτή την διπλωματική εργασία ελέγχουμε την επιτευξιμότητα της. Για να επιτύχουμε κάτι τέτοιο πρέπει να μπορούμε να παράγουμε πολλαπλά διαϕορετικά σχέδια κβαντοποίησης του μετασχηματισμού σε αποδεκτά χρονικά διαστήματα. Οι παρούσες μέθοδοι κβαντοποίησης δεν μπορούν ακόμα να παρέχουν τέτοια δυνατότητα. Έτσι βασιζόμενοι στην επέκταση μια υπάρχουσας μεθοδολογίας προτείνουμε μια ολοκληρωμένη μεθοδολογία που μπορεί να παράγει σχέδια κβαντοποίησης μεγάλων στοιχείων υλικού όπως ο FFT. 2012-07-19T10:42:37Z 2012-07-19T10:42:37Z 2011-05-25 2012-07-19 Thesis http://hdl.handle.net/10889/5373 en Η ΒΚΠ διαθέτει αντίτυπο της διατριβής σε έντυπη μορφή στο βιβλιοστάσιο διδακτορικών διατριβών που βρίσκεται στο ισόγειο του κτιρίου της. 12 application/pdf |