Single Event Upsets (SEUs) – Soft Errors By: Rajesh Garg Sunil P. Khatri Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 1 Background pn junction behavior Electric field Depletion region Energy band diagram of Si Energy transferred to Si may excite an electron from valence band to conduction band e-h pairs can be generated 2 Charge Deposition by a Radiation Particle – Drift and Diffusion Radiation particles - protons, neutrons, alpha particles and heavy ions Reverse biased p-n junctions are most sensitive to particle strikes Radiation Charge is collected at the Particle drain node through drift and diffusion VDD G Results in a voltage glitch S D at the drain node _ n+ n+ Depletion + System state may change Region _+ _+ E if this voltage glitch is _ + E VDD - Vjn _ captured by at least one + _ memory element _ + + _ This is called SEU May cause system failure + p-substrate B 3 Charge Deposited by a Radiation Particle Linear Energy Transfer (LET) is a common measure of the energy transferred by a radiation particle when it strikes a material Relationship between Q, LET and t Charge of 1 electron Therefore the charge deposited by a unit LET (for a track length of 1µm) So the charge deposited by a radiation strike (in terms of LET and track length) is 4 Other Charge Collection Mechanisms Bipolar Effect Parasitic bipolar transistor exists in MOSFETs For example, n-p-n (S–B–D) in an NMOS transistor Holes accumulation in an NMOS transistor may turn on this bipolar transistor Alpha-particle Source-drain Penetration (ALPEN) A radiation particle penetrates through both source and drain diffusions 5 Modeling a Radiation Particle Strike A radiation particle strike is modeled by a current pulse as Q t / t b t / t iseu (t ) t a t b (e a e ) where: ta is the collection time constant tb is the ion track establishment constant The radiation induced current always flows from n-diffusion to p-diffusion For an accurate analysis, device level simulation should be performed 6 Single Event Upsets Single Event Upsets (SEUs) or Soft Errors Troublesome for both memories and combinational logic Becoming increasingly problematic even for terrestrial designs A particle strike at the output of a combinational gate results in a Single Event Transient (SET) If a memory latches wrong value -> SEU A particle strike in a memory element may directly lead to an SEU event 7 Radiation Hardening Approaches Can be classified into three categories Device level Circuit level System level Device level – Fault avoidance SOI devices are inherently less susceptible to radiation strikes Low collection volumes Still needs other hardening techniques to achieve SEU tolerance Bipolar effect significantly increases the amount of charge collected at the drain node 8 System Level Radiation Hardening Approaches Fault detection and fault correction approaches SEU events are detected using built in current sensors (BICS) (Gill et al.) Error correction codes (Gambles et al.) Triple modulo redundancy based approaches (Neumann et. al) Classical way of radiation hardening Area and power overheads are ~200% !!!! 9 Circuit Level Hardening Fault avoidance approach Gate sizing is done to improve the radiation tolerance of a design (Zhou et al.) Radiation tolerance improves Higher drive capability Higher node capacitance Area, delay and power overheads can be large Selectively harden critical gates 10 Diode Clamping based Hardening Approach Approach A - PN Junction Diode based SEU Clamping Circuits V (out) Radiation Strike 1V in out G 0V D2 1.4V GP Shadow Gate 0.8 0.6 0.4 0.2 0 D1 V (outP) outP -0.4V time Higher VT device 0.8 0.6 0.4 0.2 0 -0.4 time 11 Our Radiation Hardening Approach Approach B - Diode-connected Device based SEU V (out) Clamping Circuits Radiation Strike 1V in out G 0V D2 Ids 1.4V GP time D1 V (outP) outP -0.4V 0.8 0.6 0.4 0.2 0 Higher VT slightly device better Performance of approach A is than B but with a higher area penalty than B. Therefore, we selected approach B 0.8 0.6 0.4 0.2 0 -0.4 time 12 Protection Performance Example Circuit simulation is performed in SPICE 65nm BPTM model card is used VDD = 1V VTN = | VTP| = 0.22V Radiation strike at output of 2X INV Q = 24 fC ta 145ps tb 45ps Approach B is used 13 Our Split-output Approach Phase 1 Gate level hardening Phase 2 Block level hardening Selectively harden critical gates in a circuit To keep area and delay overheads low Reduce SER by 10X 14 Gate Level Hardening Approach A radiation particle strike at a reverse biased p-n junction results in a current flow from n-type diffusion to p-type diffusion A gate constructed using only PMOS (NMOS) transistors cannot experience 1 to 0 (0 to 1) upset Radiation Particle inp out1p in out2 out2 out1 INV1 INV2 Radiation Particle inp & inn out1n inn INV1 VDD - VTN out1n out1p |VTP| out2 INV2 Static Leakage Paths 15 Our Gate Level Hardening Approach Low VT transistors inp inp out1p inp & inn out1p VDD - VTN X out2 out2 out1n out1p out1n |VTP| X out2 inn out1n inn Radiation Tolerant Inverter Leakage currents are lower by ~100X Modified Inverter 16 Radiation Tolerant Inverter inp M2 X X X Radiation Particle Strike M8 out1p M4 X Radiation Particle Strike inp & inn M6 out2 out1n out1p X M5 out2 M3 out1n inn M1 X M7 The voltage at out2 isstrike unaffected A radiation particle at any node of the first inverter (radiation tolerant inverter) does not affect the voltage at out2 17 Radiation Tolerant Inverter Radiation particle strike at the outputs of INV1 Implemented using 65nm PTM with VDD=1V Radiation strike: Q=150fC, ta=150ps & tb=38ps inp out1p out2 inn out1n INV1 18 Block Level Radiation Hardening 100% SEU tolerance can be achieved by hardening all gates in a circuit but this will be very costly Protect only sensitive gates in a circuit to achieve good SEU tolerance or coverage We obtain these sensitive gates using Logical Masking PLM (G) is the probability that the voltage glitch due to a radiation particle strike gets logically masked PSen(G) = 1 – PLM(G) 0 For all 1 inputs P1 = 0.5 P0 = 0.5 1 1 P1 = 0.25 0 P0 = 0.75 3 2 0→ P11= 0.5 P0 = 0.5 Radiation Particle 1 Gate PLM PSen 1 0.5 0.5 2 0.75 0.25 3 0 1 If we want to protect only 2 gates then we should to protect Gates 1 and 3 to maximize SEU tolerance Gate 3 is the most sensitive 19 Block Level Radiation Hardening Obtained PSen for all gates in a circuit using a fault simulator Sort these gates in decreasing order of their PSen Harden gates until the required coverage is achieved Coverage G P Sen All _ hardened _ G * G Sen All _ gates _ G P 100 Coverage is a good estimate for SER reduction (Zhou et al.) Gates at the primary output of a circuit need to be hardened since PSen = 1 for these gates The dual outputs of the hardened gates at the primary outputs drive the dual inputs of an SEU tolerant flip-flip (such as the flip-flop proposed by Liu et al.) 20 Critical Charge (Qcri) Minimum amount of charge which can result in an SEU event Our hardened gates can tolerate a large amount of charge dumped by a radiation particle in Operating frequency of circuit determines Qcri out1n Qcri is the amount of charge which results in a voltage glitch of pulse width T out1p CLK out2 t1 T + t1 2T + t1 21 Experimental Results We implemented a standard cell library L using a 65nm PTM model card with VDD = 1.0V Implemented both regular and hardened versions of all cell types Applied our approach to several ISCAS and MCNC benchmark circuits We implemented A tool in SIS to find the sensitive gates in a circuit An STA tool to evaluate the delay of a hardened circuit obtained using our approach Layouts were created for all gates in our library for both regular and hardened versions 22 Experimental Results Average results over several benchmark circuits mapped for area and delay optimality Avg. Results Area Mapped Delay Mapped Coverage % Area Ovh % Delay Ovh 90% 62.4 28.9 100% 97.7 44.3 90% 58.15 27.9 100% 96.5 47.6 Our SEU immune gates can tolerate high energy radiation particle strikes Critical charge is extremely high (>520fC) for all benchmark circuits Suitable for space and military application because of the presence of large number of high energy radiation particles 23 Comparison Our Hardening Approach Our approach is suitable for radiation environments with high energy particles 90% Coverage Zhou et al. Our Approach Area Ovh. 90% 58% Delay Ovh. 8% 28% Critical Charge ~150fC >520fC 24 SRAM Hardening Decrease recovery time Slow down feedback path Insert resistors in the feedback paths Resistor Polysilicon Gated Increases write delay 25 Conclusions SEUs are troublesome for both memories and combinational logic Becoming increasingly problematic even for terrestrial designs Applications demand reliable systems Need to efficiently design radiation hardening approaches for both combinational and sequential elements Also need efficient analysis techniques to estimate SER of complex circuits SEU susceptibility can be checked during design phase Reduce the number of design iterations 26 THANK YOU 27